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e56f9fe de97a8c e56f9fe de97a8c e56f9fe de97a8c 486875c de97a8c 486875c de97a8c cce283c de97a8c e56f9fe de97a8c e56f9fe de97a8c e56f9fe de97a8c 486875c de97a8c 486875c de97a8c e56f9fe de97a8c e56f9fe de97a8c e56f9fe de97a8c 486875c de97a8c 486875c de97a8c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 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463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 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963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 | domain,operator,metric,metric_label,metric_family,n_families,r,boot_lo,boot_hi,p,p_bootstrap,p_parametric,p_perm,perm_exact,r_arch_outcome,r_arch_metric,arch_confounded,q_bh,survives_bh
coding,Consensus TA,beh_entropy_gap,Entropy Gap,behaviour,8,-0.5252005254729565,-0.9173001064105041,0.26491355629611246,0.18135025237237268,0.13820731096644967,0.18135025237237268,0.1803526698246571,True,0.19753407608460233,0.798712409942473,False,0.5619596765805159,False
coding,Consensus TA,beh_js,JS Divergence,behaviour,8,0.7017015463819407,0.33486253454117976,0.9458523147246575,0.05371890578110662,0.011517275913870806,0.05239780022301318,0.05371890578110662,True,0.19753407608460233,0.4625813377352605,False,0.2766122760370416,False
coding,Consensus TA,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.040106518189949474,-0.7154066741454027,0.6471063339770158,0.9248808802373842,0.9153730595893841,0.9248808802373842,0.9132213982788125,True,0.19753407608460233,0.8938671731007947,False,0.9971851638018944,False
coding,Consensus TA,beh_rank_corr,Rank Corr.,behaviour,8,-0.5141356670106543,-0.8636147518602783,0.038039568194757685,0.19329877731207062,0.05408112168252378,0.19240437649907668,0.19329877731207062,True,0.19753407608460233,0.6514875252061365,False,0.5870555458046116,False
coding,Consensus TA,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8187060852837743,-0.9663195706425962,-0.4886021269911799,0.014682175541281218,0.00200300450676014,0.01294462036308208,0.014682175541281218,True,0.19753407608460233,0.21860449756430816,False,0.14898089887476532,False
coding,Consensus TA,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.047403935501518744,-0.7376632670711147,0.7898425697457272,0.911250684852681,0.900350525788683,0.911250684852681,0.8944718632970412,True,0.19753407608460233,0.534338609167772,False,0.9951362374792474,False
coding,Consensus TA,geo_cka_mean,CKA Mean,representation,8,-0.15490198366599536,-0.7350973494448223,0.7788092792719091,0.7141713554563509,0.44767150726089133,0.7141713554563509,0.7019915180675083,True,0.19753407608460233,0.5459815756684101,False,0.9440777118422046,False
coding,Consensus TA,geo_procrustes_mean,Procrustes Mean,representation,8,0.24232856595987123,-0.5295071288838372,0.7867370633645152,0.5844597108206642,0.2513770655983976,0.5631084370803678,0.5844597108206642,True,0.19753407608460233,0.5769691986114851,False,0.926314610313212,False
coding,Consensus TA,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6837185470565528,-0.9428452155361035,-0.35619542983203023,0.0680786686838124,0.012018027040560842,0.06152133841418979,0.0680786686838124,True,0.19753407608460233,0.30677830252371335,False,0.3090413249462537,False
coding,Consensus TA,geo_svcca_mean,SVCCA Mean,representation,8,-0.6324708189417063,-0.927065149018322,-0.025905279371495064,0.09518613129634682,0.04656985478217326,0.09241599320128371,0.09518613129634682,True,0.19753407608460233,0.7421520834990913,False,0.37891402266045754,False
coding,Consensus TA,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.47540860967212445,-0.9394161487195422,0.5202507582224762,0.2829243865798698,0.2829243865798698,0.2338129058971693,0.23191389102452817,True,0.19753407608460233,0.5925051116408756,False,0.7090235838018529,False
coding,Consensus TA,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6531181410879398,-0.9428946957843432,-0.21518949449695315,0.07908417853572267,0.020530796194291438,0.07908417853572267,0.07780064978547159,True,0.19753407608460233,0.3620119506464364,False,0.3327322145710283,False
coding,Consensus TA,grad_l2,Grad. L2 Dist.,gradient,8,0.4911445734896529,-0.44166325903667886,0.8902402628839795,0.3655483224837256,0.3655483224837256,0.2164810110197637,0.2549539941965725,True,0.19753407608460233,0.5572983881492825,False,0.802671167768602,False
coding,Consensus TA,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.5278515905641743,-0.9184501481836822,0.22829118998795087,0.18327918454403413,0.15673510265398097,0.17875355039873317,0.18327918454403413,True,0.19753407608460233,0.5857732300795782,False,0.5633720056364089,False
coding,Consensus TA,qmd_raw,Quotient Dist.,weight space,8,0.8571693519264881,0.6453909726120836,0.9706705913318765,0.006526521170857728,0.0002503755633450175,0.006526521170857728,0.0037945487463108556,True,0.19753407608460233,0.04506178969162707,False,0.12761950265651117,False
coding,Consensus TA,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.8683760763770497,-0.9881864241241823,-0.532766632240408,0.006009013520280421,0.006009013520280421,0.005152946830051187,0.004290568190273058,True,0.19753407608460233,0.30134841830164005,False,0.12761950265651117,False
coding,Consensus TA,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.8683760763770499,-0.9881864241241822,-0.5327666322404075,0.006009013520280421,0.006009013520280421,0.005152946830051168,0.004290568190273058,True,0.19753407608460233,0.30134841830164033,False,0.12761950265651117,False
coding,Consensus TA,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.8483669084273263,-0.9799467639589442,-0.464961576052691,0.009013520280420632,0.009013520280420632,0.007754919925283179,0.005753825549961559,True,0.19753407608460233,0.3085673677618313,False,0.12761950265651117,False
coding,Consensus TA,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5716542048431251,-0.8839661679454272,0.41193045051741617,0.271407110665999,0.271407110665999,0.13876814590574668,0.1373477840331341,True,0.19753407608460233,0.6290768383195108,False,0.6984776674895034,False
coding,Consensus TA,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8855535097172748,-0.9827919291934631,-0.7032517931982948,0.0034332424236760283,0.0002503755633450175,0.0034332424236760283,0.0018848738870563726,True,0.19753407608460233,0.11300325095086937,False,0.12564303046995232,False
coding,Consensus TA,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8654269221261761,0.6624692916183109,0.9740483058010361,0.005494376051529598,0.0002503755633450175,0.005494376051529598,0.0004960194439622034,True,0.19753407608460233,0.00915520819310295,False,0.12761950265651117,False
coding,Consensus TA,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5046370729648947,-0.9560033413597595,0.31323794797356597,0.30729946960274934,0.1685823754789272,0.30729946960274934,0.24965325936199723,True,0.19753407608460233,,False,0.7357782722119877,False
coding,Consensus TA,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.31556182484623374,-0.9014323365179289,0.8986723880145423,0.5644937586685159,0.49808429118773945,0.5423689700677985,0.5644937586685159,True,0.19753407608460233,,False,0.926314610313212,False
coding,DARE,beh_entropy_gap,Entropy Gap,behaviour,8,-0.5567704582596819,-0.910272333290199,0.09319584508079716,0.15403883832246223,0.08112168252378568,0.15173555676461015,0.15403883832246223,True,0.36417739576790514,0.798712409942473,False,0.5037441253186085,False
coding,DARE,beh_js,JS Divergence,behaviour,8,0.5349354559330256,-0.049802134521799026,0.9242718244743247,0.17596289774559162,0.06259389083625438,0.17191347831969409,0.17596289774559162,True,0.36417739576790514,0.4625813377352605,False,0.5502163116818348,False
coding,DARE,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,0.11385708781702662,-0.5785236406376206,0.7421456530299205,0.7883557590817786,0.7381071607411117,0.7883557590817786,0.7672428759207361,True,0.36417739576790514,0.8938671731007947,False,0.9724629322223064,False
coding,DARE,beh_rank_corr,Rank Corr.,behaviour,8,-0.33732724885812204,-0.800018042772841,0.3257689812991525,0.4138539511964352,0.2198297446169254,0.4138539511964352,0.40854641501946876,True,0.36417739576790514,0.6514875252061365,False,0.8398800774280597,False
coding,DARE,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.6992935771570042,-0.9521853311452116,-0.1132887066336949,0.06068797896877558,0.030045067601402103,0.05356893187775516,0.06068797896877558,True,0.36417739576790514,0.21860449756430816,False,0.29501280393853413,False
coding,DARE,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.03682298127791745,-0.5157726242425402,0.8825112908965419,0.9474219389400065,0.7416124186279419,0.9310192961335961,0.9474219389400065,True,0.36417739576790514,0.534338609167772,False,0.9991243645111704,False
coding,DARE,geo_cka_mean,CKA Mean,representation,8,-0.06458090493625133,-0.5818506013284336,0.8327691421669126,0.9138910245281615,0.814221331997997,0.8792470659097843,0.9138910245281615,True,0.36417739576790514,0.5459815756684101,False,0.9951362374792474,False
coding,DARE,geo_procrustes_mean,Procrustes Mean,representation,8,0.13329110255938367,-0.6922012818835138,0.657759453774306,0.8337342823838695,0.5267901852779169,0.7530235537094407,0.8337342823838695,True,0.36417739576790514,0.5769691986114851,False,0.9891932399811311,False
coding,DARE,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.5322091742745505,-0.93993316816879,0.03373133109023946,0.17452894384755224,0.057085628442663995,0.17452894384755224,0.1717467324719129,True,0.36417739576790514,0.30677830252371335,False,0.5490500209185915,False
coding,DARE,geo_svcca_mean,SVCCA Mean,representation,8,-0.6438040303435174,-0.94379212042868,-0.0838400676975715,0.09134198060563974,0.03104656985478217,0.08494895916990479,0.09134198060563974,True,0.36417739576790514,0.7421520834990913,False,0.37220059026313834,False
coding,DARE,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.3285436095125352,-0.8850924673672594,0.6992538461620504,0.4390020088787481,0.42864296444667,0.4268743721686959,0.4390020088787481,True,0.36417739576790514,0.5925051116408756,False,0.8606022476674777,False
coding,DARE,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.48918039089165566,-0.9329325995812522,0.11958149840435699,0.21961260881426553,0.10615923885828743,0.21860676904875742,0.21961260881426553,True,0.36417739576790514,0.3620119506464364,False,0.6190414493214079,False
coding,DARE,grad_l2,Grad. L2 Dist.,gradient,8,0.34174129755890076,-0.6365131124087448,0.7888295864447729,0.5302954431647471,0.5302954431647471,0.4073758840453612,0.48096525383795047,True,0.36417739576790514,0.5572983881492825,False,0.9136635588267397,False
coding,DARE,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.35602890570603896,-0.8596923015468505,0.4972241304874219,0.4230549837553632,0.3770655983975964,0.3867119111402407,0.4230549837553632,True,0.36417739576790514,0.5857732300795782,False,0.8484541484040733,False
coding,DARE,qmd_raw,Quotient Dist.,weight space,8,0.7303374251701853,0.22113957934871406,0.9771850802769242,0.06309367327199226,0.017526289434151226,0.03964317287544985,0.06309367327199226,True,0.36417739576790514,0.04506178969162707,False,0.29856152877341524,False
coding,DARE,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.8065123985887432,-0.9727179082916104,-0.26128401919476857,0.016524787180771158,0.016524787180771158,0.015582971053219699,0.011284442350140126,True,0.36417739576790514,0.30134841830164005,False,0.15232449977754337,False
coding,DARE,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.8065123985887431,-0.9727179082916105,-0.261284019194768,0.016524787180771158,0.016524787180771158,0.015582971053219699,0.011284442350140126,True,0.36417739576790514,0.30134841830164033,False,0.15232449977754337,False
coding,DARE,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7838376081554682,-0.9609000463018449,-0.20804198735568494,0.02303455182774161,0.02303455182774161,0.02133433530372158,0.015773418317998066,True,0.36417739576790514,0.3085673677618313,False,0.16762184081332554,False
coding,DARE,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.6503658318310275,-0.9569224464115946,0.21636446657216082,0.14471707561342012,0.14471707561342012,0.08079177643291728,0.053495697031323626,True,0.36417739576790514,0.6290768383195108,False,0.48473195229737803,False
coding,DARE,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7894029033237898,-0.9852464834922285,-0.28781388433407706,0.03720145829716525,0.019529293940911366,0.019817726503873576,0.03720145829716525,True,0.36417739576790514,0.11300325095086937,False,0.22256363778939905,False
coding,DARE,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7451283285715891,0.24666363822114967,0.9775453441509033,0.05860469730413432,0.015523284927391086,0.03388217187078584,0.05860469730413432,True,0.36417739576790514,0.00915520819310295,False,0.2923347012264492,False
coding,DARE,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5798657383792027,-0.9655577182648413,0.13516875740742584,0.22768965969887756,0.06998722860791827,0.22768965969887756,0.14008321775312066,True,0.36417739576790514,,False,0.630103737401974,False
coding,DARE,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.3946197229900697,-0.8974160892375792,0.9255844786597887,0.4854368932038835,0.3203065134099617,0.4387964395880296,0.4854368932038835,True,0.36417739576790514,,False,0.8874364177845716,False
coding,Dataless L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.45066726324802253,-0.9305975750741481,0.4242717150916662,0.2624413254112294,0.24737105658487732,0.2624413254112294,0.25845093127650604,True,0.21659707769976758,0.798712409942473,False,0.6847050362222461,False
coding,Dataless L&S,beh_js,JS Divergence,behaviour,8,0.6806751329202414,0.3454583235437389,0.9616148832335835,0.06949232409910469,0.013019529293940912,0.06315226083441602,0.06949232409910469,True,0.21659707769976758,0.4625813377352605,False,0.3121395605460981,False
coding,Dataless L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.0266085798850466,-0.7249669880552942,0.6510814025823303,0.9501322588432202,0.9073610415623435,0.9501322588432202,0.9439994047766672,True,0.21659707769976758,0.8938671731007947,False,0.9991243645111704,False
coding,Dataless L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.5159725313949564,-0.8882303414870606,0.032403160380765995,0.19667170953101362,0.05508262393590386,0.1905451977779391,0.19667170953101362,True,0.21659707769976758,0.6514875252061365,False,0.5899699693632668,False
coding,Dataless L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.822786858127913,-0.9856750925127967,-0.5099220053411956,0.01502938915205476,0.00200300450676014,0.012129560280887528,0.01502938915205476,True,0.21659707769976758,0.21860449756430816,False,0.15056524615541791,False
coding,Dataless L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.15682150151042085,-0.7228860509470953,0.8234918521211032,0.7870588527070261,0.6394591887831748,0.7107450023943752,0.7870588527070261,True,0.21659707769976758,0.534338609167772,False,0.9724629322223064,False
coding,Dataless L&S,geo_cka_mean,CKA Mean,representation,8,-0.24981815124566437,-0.7254509260344765,0.7695724096224865,0.6568537486669478,0.3775663495242864,0.5507147456327397,0.6568537486669478,True,0.21659707769976758,0.5459815756684101,False,0.9321736380688223,False
coding,Dataless L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.3211847250320317,-0.5280618548665987,0.775668606516415,0.48547903077800647,0.19529293940911366,0.437913504390746,0.48547903077800647,True,0.21659707769976758,0.5769691986114851,False,0.8874364177845716,False
coding,Dataless L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7014166775707591,-0.9506571616998185,-0.4049022933088759,0.058307085637757,0.011016524787180772,0.05253553921974471,0.058307085637757,True,0.21659707769976758,0.30677830252371335,False,0.2923347012264492,False
coding,Dataless L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.6026874214708856,-0.9169617556013683,0.06680057414522665,0.11869745294015525,0.06159238858287431,0.11378645832787397,0.11869745294015525,True,0.21659707769976758,0.7421520834990913,False,0.42621275632999656,False
coding,Dataless L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.41989109218937604,-0.9094938031267459,0.582759727273987,0.3029934773443119,0.22533800701051576,0.300347607962885,0.3029934773443119,True,0.21659707769976758,0.5925051116408756,False,0.7292982536078205,False
coding,Dataless L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5948495832854122,-0.9228796628621131,-0.1405736831325572,0.11983373148988309,0.024036054081121683,0.11983373148988309,0.11785421988541951,True,0.21659707769976758,0.3620119506464364,False,0.42621275632999656,False
coding,Dataless L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.3842681346438067,-0.45814569822787626,0.7957671351761133,0.400039681555517,0.3214822233350025,0.34728252091086925,0.400039681555517,True,0.21659707769976758,0.5572983881492825,False,0.8264292822554093,False
coding,Dataless L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4400249736805773,-0.862382344188957,0.27217776418018064,0.29113861263361523,0.15673510265398097,0.2752651926003441,0.29113861263361523,True,0.21659707769976758,0.5857732300795782,False,0.7191610121140615,False
coding,Dataless L&S,qmd_raw,Quotient Dist.,weight space,8,0.8528141331193331,0.6037766927395661,0.9822097383122605,0.010738820961781703,0.0002503755633450175,0.007117406649809569,0.010738820961781703,True,0.21659707769976758,0.04506178969162707,False,0.1323261487976646,False
coding,Dataless L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.8016326631902291,-0.9745771685691528,-0.32676912899947186,0.016726136665519795,0.010515773660490736,0.016726136665519795,0.013218918181592718,True,0.21659707769976758,0.30134841830164005,False,0.15232449977754337,False
coding,Dataless L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.8016326631902292,-0.9745771685691528,-0.3267691289994712,0.016726136665519774,0.010515773660490736,0.016726136665519774,0.013218918181592718,True,0.21659707769976758,0.30134841830164033,False,0.15232449977754337,False
coding,Dataless L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7804594276009703,-0.9598283741647565,-0.2630438327922543,0.02228910259528739,0.014521782674011016,0.02228910259528739,0.01676545720592247,True,0.21659707769976758,0.3085673677618313,False,0.16596562004404639,False
coding,Dataless L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5541226823325879,-0.8905804046826079,0.507580980500396,0.385578367551327,0.385578367551327,0.15410933721062808,0.13799260931028495,True,0.21659707769976758,0.6290768383195108,False,0.817773791835294,False
coding,Dataless L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8830471518063034,-0.9838320978675762,-0.6325617399429997,0.004067359440490068,0.0002503755633450175,0.0036566108170383122,0.004067359440490068,True,0.21659707769976758,0.11300325095086937,False,0.12564303046995232,False
coding,Dataless L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8556551578129024,0.589235441383815,0.9825346904767329,0.006728250587921203,0.0002503755633450175,0.006728250587921203,0.005555417772376677,True,0.21659707769976758,0.00915520819310295,False,0.12761950265651117,False
coding,Dataless L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.524758288644538,-0.9734667096918878,0.22295570482494606,0.28511424299666416,0.13946360153256704,0.28511424299666416,0.2510402219140083,True,0.21659707769976758,,False,0.7122574693718059,False
coding,Dataless L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.3300149818269021,-0.9220293405557917,0.9056716598577382,0.5229484746518493,0.43984674329501916,0.5229484746518493,0.5201109570041609,True,0.21659707769976758,,False,0.9136635588267397,False
coding,Fisher Merging,beh_entropy_gap,Entropy Gap,behaviour,8,-0.4127332284667988,-0.9115160504202188,0.48854649884889406,0.3095195510590459,0.2919379068602904,0.3095195510590459,0.3066640212296322,True,0.19743000644870617,0.798712409942473,False,0.7357782722119877,False
coding,Fisher Merging,beh_js,JS Divergence,behaviour,8,0.6801384264741683,0.3491582691476787,0.9678421034354547,0.06795466382282185,0.010515773660490736,0.06344250405026093,0.06795466382282185,True,0.19743000644870617,0.4625813377352605,False,0.3090413249462537,False
coding,Fisher Merging,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.08129056481372351,-0.7340976871641518,0.6046310599580164,0.848250335713706,0.7836755132699048,0.848250335713706,0.8394137050172367,True,0.19743000644870617,0.8938671731007947,False,0.9891932399811311,False
coding,Fisher Merging,beh_rank_corr,Rank Corr.,behaviour,8,-0.5144874118545796,-0.8993377215652004,0.04739893895333498,0.19550606383770244,0.05558337506259389,0.19204761741299683,0.19550606383770244,True,0.19743000644870617,0.6514875252061365,False,0.588223186255878,False
coding,Fisher Merging,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8370112836927681,-0.9935234737322751,-0.5160535561886126,0.011358845266734457,0.0015022533800701052,0.009544535017145023,0.011358845266734457,True,0.19743000644870617,0.21860449756430816,False,0.1323261487976646,False
coding,Fisher Merging,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.17721053187146138,-0.7146474834703088,0.8542741419637983,0.7419458842786637,0.5903855783675513,0.6746210216483215,0.7419458842786637,True,0.19743000644870617,0.534338609167772,False,0.9579107467170905,False
coding,Fisher Merging,geo_cka_mean,CKA Mean,representation,8,-0.2699527725028742,-0.7363299010822056,0.773722954249801,0.5798715309640138,0.3745618427641462,0.5178917794197787,0.5798715309640138,True,0.19743000644870617,0.5459815756684101,False,0.926314610313212,False
coding,Fisher Merging,geo_procrustes_mean,Procrustes Mean,representation,8,0.33656692371004504,-0.5457880541562653,0.77587881419309,0.43411621735572037,0.19328993490235352,0.41497422816112395,0.43411621735572037,True,0.19743000644870617,0.5769691986114851,False,0.8606022476674777,False
coding,Fisher Merging,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.690028788857082,-0.943468242265444,-0.3641305112191589,0.062399246050445174,0.012518778167250876,0.058220259825172385,0.062399246050445174,True,0.19743000644870617,0.30677830252371335,False,0.2976185237889896,False
coding,Fisher Merging,geo_svcca_mean,SVCCA Mean,representation,8,-0.5655380137131513,-0.8931273755350015,0.14060139712939698,0.1488306341608591,0.08612919379068602,0.14401951476890462,0.1488306341608591,True,0.19743000644870617,0.7421520834990913,False,0.4938618386173007,False
coding,Fisher Merging,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.3971154998836564,-0.8951304342379649,0.5871395040042547,0.3334490712035912,0.22333500250375563,0.3299866616314555,0.3334490712035912,True,0.19743000644870617,0.5925051116408756,False,0.7635393555214974,False
coding,Fisher Merging,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5518774134843859,-0.8908530109104532,-0.09570735996985846,0.15768458123558443,0.035553329994992486,0.1561380821606717,0.15768458123558443,True,0.19743000644870617,0.3620119506464364,False,0.5116098482094981,False
coding,Fisher Merging,grad_l2,Grad. L2 Dist.,gradient,8,0.3698784830823263,-0.37609741599969815,0.7828161568909925,0.38501029240346224,0.26489734601902853,0.36713559993486006,0.38501029240346224,True,0.19743000644870617,0.5572983881492825,False,0.817773791835294,False
coding,Fisher Merging,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.43417546442285604,-0.8553846312836683,0.20767713725303844,0.296495622628407,0.13319979969954931,0.28244239774487034,0.296495622628407,True,0.19743000644870617,0.5857732300795782,False,0.7254680128141874,False
coding,Fisher Merging,qmd_raw,Quotient Dist.,weight space,8,0.8295605980707877,0.5548118228549029,0.9745633296525668,0.01639344262295082,0.0002503755633450175,0.010849650571157263,0.01639344262295082,True,0.19743000644870617,0.04506178969162707,False,0.15232449977754337,False
coding,Fisher Merging,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7908186704819625,-0.9870224400998544,-0.23638341525870224,0.01944298304539866,0.013520280420630946,0.01944298304539866,0.017038267900101683,True,0.19743000644870617,0.30134841830164005,False,0.15725422065291964,False
coding,Fisher Merging,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7908186704819625,-0.9870224400998542,-0.23638341525870157,0.01944298304539866,0.013520280420630946,0.01944298304539866,0.017038267900101683,True,0.19743000644870617,0.30134841830164033,False,0.15725422065291964,False
coding,Fisher Merging,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7758123545064691,-0.9692696335152557,-0.17740342414365204,0.02364520653018892,0.022533800701051578,0.02364520653018892,0.019840777758488134,True,0.19743000644870617,0.3085673677618313,False,0.16762184081332554,False
coding,Fisher Merging,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5837285210562934,-0.9101729688584771,0.5759628405273394,0.44066099148723087,0.44066099148723087,0.12871810408001008,0.11785421988541951,True,0.19743000644870617,0.6290768383195108,False,0.8606022476674777,False
coding,Fisher Merging,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8590578923604321,-0.9823451866215882,-0.6004907187472701,0.007936311103395254,0.0002503755633450175,0.006280394890308367,0.007936311103395254,True,0.19743000644870617,0.11300325095086937,False,0.12761950265651117,False
coding,Fisher Merging,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8306392683960034,0.5501404848784136,0.9730938045273088,0.014657374569083108,0.0002503755633450175,0.01065411415891371,0.014657374569083108,True,0.19743000644870617,0.00915520819310295,False,0.14898089887476532,False
coding,Fisher Merging,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.49424903182885316,-0.9686870987241049,0.3005296612427854,0.3189945493158696,0.15632183908045977,0.3189945493158696,0.29542302357836336,True,0.19743000644870617,,False,0.7469134536081314,False
coding,Fisher Merging,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.29252007129779695,-0.9546953521646088,0.8877348704583369,0.5769764216366158,0.5016602809706258,0.5737350706294675,0.5769764216366158,True,0.19743000644870617,,False,0.926314610313212,False
coding,L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.5339727174428293,-0.946172999832248,0.3376324215339262,0.1730115820540165,0.16324486730095142,0.17283465391167477,0.1730115820540165,True,0.35423652380309567,0.798712409942473,False,0.5476054661342724,False
coding,L&S,beh_js,JS Divergence,behaviour,8,0.5672644661968929,0.16062799244996764,0.9271364455585864,0.14922744971602886,0.024536805207811718,0.14252624599298466,0.14922744971602886,True,0.35423652380309567,0.4625813377352605,False,0.4938618386173007,False
coding,L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,0.11381754684417592,-0.6125465222789874,0.7189604568722863,0.7884279893230021,0.7456184276414622,0.7884279893230021,0.7713350363334243,True,0.35423652380309567,0.8938671731007947,False,0.9724629322223064,False
coding,L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.3918611799420484,-0.8325092832412071,0.1618977531546368,0.3370107681256907,0.09013520280420631,0.3370107681256907,0.32900969718012946,True,0.35423652380309567,0.6514875252061365,False,0.7699914900884987,False
coding,L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7382409417059751,-0.9720744788601837,-0.3064517151094698,0.042409662458768385,0.007010515773660491,0.03649617618781348,0.042409662458768385,True,0.35423652380309567,0.21860449756430816,False,0.2378461249016172,False
coding,L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.08617277384104283,-0.6317056522709964,0.8620707422240071,0.9096004563378884,0.8127190786179269,0.8392241386668444,0.9096004563378884,True,0.35423652380309567,0.534338609167772,False,0.9951362374792474,False
coding,L&S,geo_cka_mean,CKA Mean,representation,8,-0.16984597921035058,-0.6311580738065735,0.8075414752482414,0.7841819399320453,0.557836755132699,0.687610358220016,0.7841819399320453,True,0.35423652380309567,0.5459815756684101,False,0.9724629322223064,False
coding,L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.22991975994721642,-0.5957922397976884,0.6979223300387866,0.6494134570075147,0.33350025037556336,0.5838523458951248,0.6494134570075147,True,0.35423652380309567,0.5769691986114851,False,0.9321736380688223,False
coding,L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6158024848182992,-0.9418194050190193,-0.22033745512548733,0.10523052503658144,0.021532298447671506,0.10406282119643653,0.10523052503658144,True,0.35423652380309567,0.30677830252371335,False,0.40041762284140364,False
coding,L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.6699166183332224,-0.9357136799788982,-0.05704234964297954,0.07385729520597208,0.04606910365548322,0.0691215505148846,0.07385729520597208,True,0.35423652380309567,0.7421520834990913,False,0.3198422616660297,False
coding,L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.30095014218852667,-0.8639897366449222,0.6249988941078262,0.4791051809230922,0.3535302954431647,0.4688644010934321,0.4791051809230922,True,0.35423652380309567,0.5925051116408756,False,0.884825743992694,False
coding,L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.4981850587323508,-0.9065926664155719,-0.02120701532702918,0.2089500761937737,0.04256384576865298,0.2089500761937737,0.20847697229731404,True,0.35423652380309567,0.3620119506464364,False,0.6041537610397233,False
coding,L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.26637250148773595,-0.5492847850918292,0.7087332370685386,0.5785074774931177,0.4486730095142714,0.5236740098299227,0.5785074774931177,True,0.35423652380309567,0.5572983881492825,False,0.926314610313212,False
coding,L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.31199739200390203,-0.8099382559778533,0.3837457226616921,0.4911584534113737,0.28492739108662996,0.45185946935601395,0.4911584534113737,True,0.35423652380309567,0.5857732300795782,False,0.890278457584539,False
coding,L&S,qmd_raw,Quotient Dist.,weight space,8,0.7958725989489701,0.4405485746410144,0.9858154357730231,0.029141142332779445,0.00100150225338007,0.01814143715403246,0.029141142332779445,True,0.35423652380309567,0.04506178969162707,False,0.19432754071651917,False
coding,L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7838898100316501,-0.9624625625620384,-0.2834529532858579,0.021319785199149396,0.009013520280420632,0.021319785199149396,0.018526326231988292,True,0.35423652380309567,0.30134841830164005,False,0.15996627067781058,False
coding,L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7838898100316504,-0.9624625625620385,-0.2834529532858578,0.021319785199149344,0.009013520280420632,0.021319785199149344,0.018526326231988292,True,0.35423652380309567,0.30134841830164033,False,0.15996627067781058,False
coding,L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7617625371299592,-0.9453222155599889,-0.21857555111803717,0.028051892562960323,0.015022533800701052,0.028051892562960323,0.023362515810619777,True,0.35423652380309567,0.3085673677618313,False,0.19125926206895547,False
coding,L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5995032515553254,-0.9193597113908776,0.4033751354647113,0.27541311967951926,0.27541311967951926,0.11622185815064959,0.10555293767515686,True,0.35423652380309567,0.6290768383195108,False,0.7051830564222654,False
coding,L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8469884813152014,-0.9913363274256993,-0.5107345851397106,0.007959642872028983,0.00100150225338007,0.007959642872028983,0.007613898464819821,True,0.35423652380309567,0.11300325095086937,False,0.12761950265651117,False
coding,L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8043687168234827,0.44576897843910535,0.9879991812421588,0.02264328761687458,0.00100150225338007,0.016078917919564374,0.02264328761687458,True,0.35423652380309567,0.00915520819310295,False,0.16739859059617992,False
coding,L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.6134073248824853,-0.982439625639434,-0.057554166167929924,0.19529195386318343,0.04648786717752235,0.19529195386318343,0.17891816920943135,True,0.35423652380309567,,False,0.588223186255878,False
coding,L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.43203916232376566,-0.8998269383516428,0.938412884594802,0.3922630044521882,0.31724137931034485,0.3922630044521882,0.3550624133148405,True,0.35423652380309567,,False,0.8219146902171438,False
coding,Model soup,beh_entropy_gap,Entropy Gap,behaviour,8,-0.4908156577252338,-0.9095202378597093,0.3179539552759044,0.21683623244822875,0.16825237856785177,0.21683623244822875,0.21502442895761514,True,0.2516480229853246,0.798712409942473,False,0.6165535730327383,False
coding,Model soup,beh_js,JS Divergence,behaviour,8,0.6170457236626202,0.14463770195187864,0.9548221458467505,0.10671858336846804,0.021532298447671506,0.10316669507747091,0.10671858336846804,True,0.2516480229853246,0.4625813377352605,False,0.4016499410413252,False
coding,Model soup,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.01952578792203128,-0.6633228528326335,0.6632835803072844,0.9633839410169068,0.9509263895843766,0.9633839410169068,0.961062473648967,True,0.2516480229853246,0.8938671731007947,False,0.9991243645111704,False
coding,Model soup,beh_rank_corr,Rank Corr.,behaviour,8,-0.43163220133335545,-0.8584980111218756,0.14118254828916438,0.2855911592167144,0.08212318477716575,0.2855911592167144,0.2820366558369088,True,0.2516480229853246,0.6514875252061365,False,0.7122574693718059,False
coding,Model soup,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7767546874276384,-0.9809577414649224,-0.31420071365796987,0.027355472334515515,0.008512769153730596,0.023366192212788163,0.027355472334515515,True,0.2516480229853246,0.21860449756430816,False,0.18875275910815706,False
coding,Model soup,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.03957568646142828,-0.6310905550874322,0.8579279638403768,0.9419128693039559,0.9419128693039559,0.9258730324324388,0.9407504774187148,True,0.2516480229853246,0.534338609167772,False,0.9991243645111704,False
coding,Model soup,geo_cka_mean,CKA Mean,representation,8,-0.13443394042581938,-0.6445750885197556,0.7601828503577119,0.7976984697800154,0.5658487731597396,0.750956840265666,0.7976984697800154,True,0.2516480229853246,0.5459815756684101,False,0.9783032981215881,False
coding,Model soup,geo_procrustes_mean,Procrustes Mean,representation,8,0.20768435433919738,-0.5476017090300187,0.7099581949294538,0.6694774435157859,0.32398597896845266,0.6216444490116444,0.6694774435157859,True,0.2516480229853246,0.5769691986114851,False,0.9376307903096595,False
coding,Model soup,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6035836293368445,-0.927814489274083,-0.16840901626898558,0.11529971974901417,0.026039058587881823,0.11310626093615561,0.11529971974901417,True,0.2516480229853246,0.30677830252371335,False,0.4201944011979918,False
coding,Model soup,geo_svcca_mean,SVCCA Mean,representation,8,-0.6113801138045919,-0.9009938147185462,0.032631885719853274,0.10964509808784505,0.05408112168252378,0.10728639634338241,0.10964509808784505,True,0.2516480229853246,0.7421520834990913,False,0.4091939617834817,False
coding,Model soup,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.3617529455227344,-0.9022221873637841,0.5977711429317754,0.3868703653183205,0.3515272909364046,0.3785660866988164,0.3868703653183205,True,0.2516480229853246,0.5925051116408756,False,0.8188360492933777,False
coding,Model soup,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5261826855900683,-0.9285183088238419,-0.008921006282082207,0.18189033010093997,0.0485728592889334,0.18038589350249834,0.18189033010093997,True,0.2516480229853246,0.3620119506464364,False,0.5619596765805159,False
coding,Model soup,grad_l2,Grad. L2 Dist.,gradient,8,0.3828614757075112,-0.47522688981584055,0.808764128740006,0.38334862726618885,0.3630445668502754,0.3492010298912743,0.38334862726618885,True,0.2516480229853246,0.5572983881492825,False,0.817773791835294,False
coding,Model soup,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.41706764893781345,-0.8902533798687786,0.30392904008896576,0.320354157882989,0.20380570856284427,0.30394971184037634,0.320354157882989,True,0.2516480229853246,0.5857732300795782,False,0.7469134536081314,False
coding,Model soup,qmd_raw,Quotient Dist.,weight space,8,0.7823099676114669,0.3975494382955872,0.9697979380029781,0.039408744822797055,0.000500751126690035,0.02176287010157338,0.039408744822797055,True,0.2516480229853246,0.04506178969162707,False,0.2317502891567895,False
coding,Model soup,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7914865371434514,-0.9799925212963597,-0.28103196869830777,0.01926775058973713,0.015523284927391086,0.01926775058973713,0.017162272761092234,True,0.2516480229853246,0.30134841830164005,False,0.15725422065291964,False
coding,Model soup,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7914865371434515,-0.9799925212963594,-0.2810319686983072,0.01926775058973706,0.015523284927391086,0.01926775058973706,0.017162272761092234,True,0.2516480229853246,0.30134841830164033,False,0.15725422065291964,False
coding,Model soup,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7753636562030235,-0.9691878255028372,-0.21369454913632996,0.024536805207811718,0.024536805207811718,0.02377878372238117,0.020262394285856005,True,0.2516480229853246,0.3085673677618313,False,0.1727591387080621,False
coding,Model soup,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.6069540339283364,-0.9252411939668349,0.35589874477924555,0.2919379068602904,0.2919379068602904,0.1105689020438631,0.10066714615212917,True,0.2516480229853246,0.6290768383195108,False,0.7194184133342871,False
coding,Model soup,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8170882590305855,-0.9728968129612418,-0.4605356131814181,0.019493564147714592,0.0015022533800701052,0.01327705548373601,0.019493564147714592,True,0.2516480229853246,0.11300325095086937,False,0.15725422065291964,False
coding,Model soup,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7917529024073153,0.4122834280496172,0.972835624958863,0.033977331911410925,0.00100150225338007,0.019198138640219835,0.033977331911410925,True,0.2516480229853246,0.00915520819310295,False,0.21057807501982218,False
coding,Model soup,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5457626032930759,-0.9465528468204516,0.21651393768193575,0.2626356515751031,0.09655172413793103,0.2626356515751031,0.22330097087378642,True,0.2516480229853246,,False,0.6847050362222461,False
coding,Model soup,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.3546538317585394,-0.9371177400614599,0.8789796622163448,0.5006934812760055,0.41890166028097064,0.4903233148730178,0.5006934812760055,True,0.2516480229853246,,False,0.8965532174249832,False
coding,RegMean,beh_entropy_gap,Entropy Gap,behaviour,8,-0.7649850395938417,-0.9706091698277353,-0.2955842605294129,0.029289948165968107,0.009013520280420632,0.02699990107986345,0.029289948165968107,True,0.5941827699607685,0.798712409942473,False,0.19432754071651917,False
coding,RegMean,beh_js,JS Divergence,behaviour,8,0.2114838447369576,-0.4735618467971152,0.8243417338254455,0.6151325282752221,0.5017526289434151,0.6151325282752221,0.6013491728875772,True,0.5941827699607685,0.4625813377352605,False,0.9321736380688223,False
coding,RegMean,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,0.3271461520554607,-0.31876301056397216,0.8368653293791031,0.4289616172954014,0.22333500250375563,0.4289616172954014,0.4271471441680514,True,0.5941827699607685,0.8938671731007947,False,0.8521598347423041,False
coding,RegMean,beh_rank_corr,Rank Corr.,behaviour,8,0.025950926161144233,-0.5768402805807754,0.6082169874804565,0.9534301452178268,0.9534301452178268,0.9513635598199527,0.9515389003248927,True,0.5941827699607685,0.6514875252061365,False,0.9991243645111704,False
coding,RegMean,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.4357156738188911,-0.9187718190645519,0.41806996860653195,0.2817638451427296,0.2528793189784677,0.280543802659495,0.2817638451427296,True,0.5941827699607685,0.21860449756430816,False,0.7090235838018529,False
coding,RegMean,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.3681747801255444,-0.16497390016357316,0.9385333256417918,0.3695192408653463,0.08362543815723586,0.3695192408653463,0.3233302745467622,True,0.5941827699607685,0.534338609167772,False,0.8068616335350917,False
coding,RegMean,geo_cka_mean,CKA Mean,representation,8,0.30239596131161733,-0.21401622030140383,0.8859687876261375,0.4666244603234335,0.14922383575363043,0.4666244603234335,0.44807916470325637,True,0.5941827699607685,0.5459815756684101,False,0.8829183115809026,False
coding,RegMean,geo_procrustes_mean,Procrustes Mean,representation,8,-0.24925654670558126,-0.7878653747746347,0.35076728419432135,0.5762009870786935,0.34952428642964445,0.5516406977113839,0.5762009870786935,True,0.5941827699607685,0.5769691986114851,False,0.926314610313212,False
coding,RegMean,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.20584771888291956,-0.8675541912307635,0.5285796390071029,0.6247999822801694,0.5047571357035553,0.6247999822801694,0.6106247364896704,True,0.5941827699607685,0.30677830252371335,False,0.9321736380688223,False
coding,RegMean,geo_svcca_mean,SVCCA Mean,representation,8,-0.7823080517159074,-0.9541431051274611,-0.3893178031925396,0.023288112894025447,0.0035052578868302454,0.02176341088082208,0.023288112894025447,True,0.5941827699607685,0.7421520834990913,False,0.16762184081332554,False
coding,RegMean,grad_cosine,Grad. Cos. Sim.,gradient,8,0.027182893313440475,-0.6636466181893466,0.7326529041547817,0.9490570368223772,0.8167250876314471,0.9490570368223772,0.9404776667245356,True,0.5941827699607685,0.5925051116408756,False,0.9991243645111704,False
coding,RegMean,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.1906928579146677,-0.7632094915394196,0.4411307333984784,0.6544728553359291,0.5042563845768653,0.6510242203854485,0.6544728553359291,True,0.5941827699607685,0.3620119506464364,False,0.9321736380688223,False
coding,RegMean,grad_l2,Grad. L2 Dist.,gradient,8,0.10720343714194615,-0.7026891976748769,0.6885098823286789,0.9083625438157236,0.9083625438157236,0.8005283002827068,0.8868579648322215,True,0.5941827699607685,0.5572983881492825,False,0.9951362374792474,False
coding,RegMean,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.08068563975817981,-0.7345821581166347,0.6701646503182843,0.9258888332498748,0.9258888332498748,0.8493697398691594,0.8508965551449617,True,0.5941827699607685,0.5857732300795782,False,0.9971851638018944,False
coding,RegMean,qmd_raw,Quotient Dist.,weight space,8,0.4942860873030945,-0.25732767937794016,0.922216768877898,0.242231095458942,0.1512268402603906,0.21310349537531426,0.242231095458942,True,0.5941827699607685,0.04506178969162707,False,0.6531643681871413,False
coding,RegMean,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.692928508421226,-0.9465048413911217,-0.07442260387048942,0.0567395780472047,0.03104656985478217,0.0567395780472047,0.054983755363210235,True,0.5941827699607685,0.30134841830164005,False,0.28928799644757075,False
coding,RegMean,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6929285084212263,-0.9465048413911216,-0.07442260387048905,0.05673957804720465,0.03104656985478217,0.05673957804720465,0.054983755363210235,True,0.5941827699607685,0.30134841830164033,False,0.28928799644757075,False
coding,RegMean,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.687787573141496,-0.9537195202068455,-0.041845684818814136,0.05938030459075476,0.037055583375062595,0.05938030459075476,0.0551325611963989,True,0.5941827699607685,0.3085673677618313,False,0.2923347012264492,False
coding,RegMean,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.7251683119977111,-0.9525195182040647,-0.1336194321099655,0.04178760512830204,0.03805708562844266,0.04178760512830204,0.03226606482974133,True,0.5941827699607685,0.6290768383195108,False,0.2378461249016172,False
coding,RegMean,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.5753821615959622,-0.93947339235135,0.1627592835529383,0.1407455172242752,0.10315473209814723,0.13562027670055146,0.1407455172242752,True,0.5941827699607685,0.11300325095086937,False,0.4745003593717421,False
coding,RegMean,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.5311045825062769,-0.19299276552677616,0.9231585480310378,0.21331316187594554,0.12018027040560841,0.1755946913219435,0.21331316187594554,True,0.5941827699607685,0.00915520819310295,False,0.6103799607891518,False
coding,RegMean,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.7728805160440702,-0.9875249224835105,-0.35934403848987906,0.07151710829348017,0.0002554278416347382,0.07151710829348017,0.044382801664355064,True,0.5941827699607685,,False,0.3149796046117105,False
coding,RegMean,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.6487485548065444,-0.9015964076286918,0.9490737702905955,0.23578363384188628,0.14610472541507025,0.16339809038105377,0.23578363384188628,True,0.5941827699607685,,False,0.6438946201223016,False
coding,TIES,beh_entropy_gap,Entropy Gap,behaviour,8,-0.4861529821005131,-0.9083297541580876,0.34387965243417407,0.22190429696065103,0.17776664997496244,0.22190429696065103,0.22043104089680315,True,0.23804117259545232,0.798712409942473,False,0.620732290146686,False
coding,TIES,beh_js,JS Divergence,behaviour,8,0.6311067952092504,0.16007938896461008,0.962025372401191,0.09771583046055406,0.020030045067601403,0.0933392981094957,0.09771583046055406,True,0.23804117259545232,0.4625813377352605,False,0.3853267866282176,False
coding,TIES,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.027660494215668564,-0.6808735779675713,0.6442075724860611,0.9481629165510294,0.929394091136705,0.9481629165510294,0.9417921182510355,True,0.23804117259545232,0.8938671731007947,False,0.9991243645111704,False
coding,TIES,beh_rank_corr,Rank Corr.,behaviour,8,-0.45088135328785933,-0.8650427295705844,0.11544601734323703,0.26218646690450514,0.07811717576364546,0.26218646690450514,0.26145184891247736,True,0.23804117259545232,0.6514875252061365,False,0.6847050362222461,False
coding,TIES,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7815524287762263,-0.9809054594682354,-0.3411443110187827,0.026090622752411894,0.006009013520280421,0.021977344442135047,0.026090622752411894,True,0.23804117259545232,0.21860449756430816,False,0.18123352046138463,False
coding,TIES,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.056571495300294726,-0.6446099002550952,0.8444337107958321,0.914015029389152,0.8908362543815723,0.8941545386306144,0.914015029389152,True,0.23804117259545232,0.534338609167772,False,0.9951362374792474,False
coding,TIES,geo_cka_mean,CKA Mean,representation,8,-0.1548630413443497,-0.6630381571128993,0.7710591200578664,0.764316361201359,0.5012518778167251,0.7142409111840524,0.764316361201359,True,0.23804117259545232,0.5459815756684101,False,0.9670751024980522,False
coding,TIES,geo_procrustes_mean,Procrustes Mean,representation,8,0.22838069246673998,-0.5665102020216525,0.7227579989380678,0.636640956325488,0.2814221331997997,0.5864429926693453,0.636640956325488,True,0.23804117259545232,0.5769691986114851,False,0.9321736380688223,False
coding,TIES,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6174114818349432,-0.9300662772152563,-0.19861276070770797,0.10629696684110017,0.02503755633450175,0.10290390007819748,0.10629696684110017,True,0.23804117259545232,0.30677830252371335,False,0.4015232141625499,False
coding,TIES,geo_svcca_mean,SVCCA Mean,representation,8,-0.5973717048724877,-0.901794828656761,0.05131502962460938,0.12264080751965477,0.05958938407611417,0.11786847984666028,0.12264080751965477,True,0.23804117259545232,0.7421520834990913,False,0.4302821551960769,False
coding,TIES,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.38428717817357233,-0.920458860628915,0.6080803056913622,0.35160338285260784,0.3314972458688032,0.3472565812098192,0.35160338285260784,True,0.23804117259545232,0.5925051116408756,False,0.7876829031438293,False
coding,TIES,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5416941014449296,-0.9309104393885381,-0.012965777974964038,0.1664145234493192,0.049073610415623435,0.16552139459808884,0.1664145234493192,True,0.23804117259545232,0.3620119506464364,False,0.5316019499075475,False
coding,TIES,grad_l2,Grad. L2 Dist.,gradient,8,0.40077021874760144,-0.48505794302887406,0.8242625978678803,0.3660490736104156,0.3660490736104156,0.32514174837205534,0.3635078495077007,True,0.23804117259545232,0.5572983881492825,False,0.802671167768602,False
coding,TIES,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4334703588403913,-0.8954531376915317,0.3108990303812252,0.29924853054239725,0.20881321982974463,0.28331366424215315,0.29924853054239725,True,0.23804117259545232,0.5857732300795782,False,0.7287581861444263,False
coding,TIES,qmd_raw,Quotient Dist.,weight space,8,0.7900722213271831,0.4046029215951342,0.9688326867827518,0.036978249547382255,0.000500751126690035,0.01964000659799601,0.036978249547382255,True,0.23804117259545232,0.04506178969162707,False,0.2225144667531432,False
coding,TIES,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.8001972187183176,-0.9780832687089233,-0.29455293995301496,0.0170721178494638,0.015523284927391086,0.0170721178494638,0.014682175541281218,True,0.23804117259545232,0.30134841830164005,False,0.15232449977754337,False
coding,TIES,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.8001972187183176,-0.9780832687089231,-0.2945529399530143,0.0170721178494638,0.015523284927391086,0.0170721178494638,0.014682175541281218,True,0.23804117259545232,0.30134841830164033,False,0.15232449977754337,False
coding,TIES,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7811055339653793,-0.9664626772138087,-0.22071406523216913,0.023535302954431646,0.023535302954431646,0.022104483030940692,0.01817911262121475,True,0.23804117259545232,0.3085673677618313,False,0.16762184081332554,False
coding,TIES,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.594570058049427,-0.9162311988610796,0.381805703906977,0.31096644967451176,0.31096644967451176,0.12005266779980023,0.1097939039210337,True,0.23804117259545232,0.6290768383195108,False,0.7364994860712121,False
coding,TIES,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8243171823976029,-0.9707608699011628,-0.4693430884455353,0.018327918454403413,0.00100150225338007,0.011832492107194047,0.018327918454403413,True,0.23804117259545232,0.11300325095086937,False,0.15725422065291964,False
coding,TIES,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7968358693525057,0.4056005050282011,0.9722357096084782,0.03137322983060936,0.0015022533800701052,0.01789973268783894,0.03137322983060936,True,0.23804117259545232,0.00915520819310295,False,0.20422196776528737,False
coding,TIES,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5175873120852539,-0.948163785124684,0.2788366247919737,0.29294897906073214,0.14406130268199233,0.29294897906073214,0.27045769764216365,True,0.23804117259545232,,False,0.7201952335578569,False
coding,TIES,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.3253497130535975,-0.9268170592635633,0.8790442469762989,0.5291949602232752,0.49246487867177524,0.5291949602232752,0.521497919556172,True,0.23804117259545232,,False,0.9136635588267397,False
coding,Task arithmetic,beh_entropy_gap,Entropy Gap,behaviour,8,-0.5474293324752213,-0.9213626645997333,0.23941089101331336,0.16093350859353686,0.12368552829243866,0.16020005154045217,0.16093350859353686,True,0.2214902808889771,0.798712409942473,False,0.5198869733171185,False
coding,Task arithmetic,beh_js,JS Divergence,behaviour,8,0.652042972000873,0.2213802335491886,0.9489857450156104,0.08258723741970685,0.01602403605408112,0.07974870400330095,0.08258723741970685,True,0.2214902808889771,0.4625813377352605,False,0.3446685110056314,False
coding,Task arithmetic,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.009696355387714425,-0.7013231714978011,0.644166082128775,0.9824737105658488,0.9824737105658488,0.9762241106465823,0.9787455668262196,True,0.2214902808889771,0.8938671731007947,False,0.9991243645111704,False
coding,Task arithmetic,beh_rank_corr,Rank Corr.,behaviour,8,-0.47032876996345485,-0.8551914824389217,0.08872379055925517,0.23955428132899284,0.0671006509764647,0.23955428132899284,0.23732050296371618,True,0.2214902808889771,0.6514875252061365,False,0.6524702136197568,False
coding,Task arithmetic,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.771094685323282,-0.9591700111632416,-0.3942605870434823,0.02822350636144937,0.0035052578868302454,0.025073084014999473,0.02822350636144937,True,0.2214902808889771,0.21860449756430816,False,0.19125926206895547,False
coding,Task arithmetic,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.013557683047410209,-0.685522189933319,0.7849322051851749,0.9759639459188784,0.9759639459188784,0.9740421202242071,0.9637161776741648,True,0.2214902808889771,0.534338609167772,False,0.9991243645111704,False
coding,Task arithmetic,geo_cka_mean,CKA Mean,representation,8,-0.11624172683184,-0.7116371721526491,0.7650593776033442,0.7840021464700364,0.5593390085127692,0.7840021464700364,0.7428635202499938,True,0.2214902808889771,0.5459815756684101,False,0.9724629322223064,False
coding,Task arithmetic,geo_procrustes_mean,Procrustes Mean,representation,8,0.19985466943139937,-0.5517839824594691,0.773822539409606,0.6474045782594677,0.33199799699549326,0.635131146425271,0.6474045782594677,True,0.2214902808889771,0.5769691986114851,False,0.9321736380688223,False
coding,Task arithmetic,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6334066989202796,-0.9377939432581216,-0.2400438853947064,0.09811264601572382,0.01602403605408112,0.09178556110401617,0.09811264601572382,True,0.2214902808889771,0.30677830252371335,False,0.3853267866282176,False
coding,Task arithmetic,geo_svcca_mean,SVCCA Mean,representation,8,-0.6321366076113814,-0.9245315336867209,0.0104945519146547,0.09501252449096005,0.05107661492238358,0.09264173026463828,0.09501252449096005,True,0.2214902808889771,0.7421520834990913,False,0.37891402266045754,False
coding,Task arithmetic,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.42945117321378956,-0.9418024169036676,0.5831332319121718,0.3550325488232349,0.3550325488232349,0.2883050178219628,0.28796408819225716,True,0.2214902808889771,0.5925051116408756,False,0.7936472743672744,False
coding,Task arithmetic,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6066016457242553,-0.9507301315049768,-0.11504651620368836,0.11083266285697642,0.02904356534802203,0.11083266285697642,0.10877706406091119,True,0.2214902808889771,0.3620119506464364,False,0.41115342672749317,False
coding,Task arithmetic,grad_l2,Grad. L2 Dist.,gradient,8,0.4628942753328331,-0.4887334491786772,0.889560367377136,0.40961442163244866,0.40961442163244866,0.2480846519681068,0.30351429776047223,True,0.2214902808889771,0.5572983881492825,False,0.8385271973585904,False
coding,Task arithmetic,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.48367735300836634,-0.9210643702116637,0.3011403242442853,0.2354356290766598,0.23084626940410616,0.22461978213506015,0.2354356290766598,True,0.2214902808889771,0.5857732300795782,False,0.6438946201223016,False
coding,Task arithmetic,qmd_raw,Quotient Dist.,weight space,8,0.8186915708784095,0.5038647338186307,0.9728105531471118,0.015302199846233972,0.0002503755633450175,0.012947579215588608,0.015302199846233972,True,0.2214902808889771,0.04506178969162707,False,0.15083596991287773,False
coding,Task arithmetic,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.8358499904329596,-0.9802409209272988,-0.46544945557599565,0.009741005516777182,0.009013520280420632,0.009741005516777182,0.008605937352744227,True,0.2214902808889771,0.30134841830164005,False,0.12761950265651117,False
coding,Task arithmetic,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.8358499904329596,-0.9802409209272988,-0.4654494555759951,0.009741005516777182,0.009013520280420632,0.009741005516777182,0.008605937352744227,True,0.2214902808889771,0.30134841830164033,False,0.12761950265651117,False
coding,Task arithmetic,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.8120594666312391,-0.9701952632175275,-0.3937916693651165,0.014344566092411073,0.012518778167250876,0.014344566092411073,0.011780461794102328,True,0.2214902808889771,0.3085673677618313,False,0.14898089887476532,False
coding,Task arithmetic,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5533167752180228,-0.8731427256632073,0.362756314237434,0.24386579869804706,0.24386579869804706,0.15483585623548068,0.15582450832072617,True,0.2214902808889771,0.6290768383195108,False,0.6531643681871413,False
coding,Task arithmetic,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8478484497194944,-0.9816089553365946,-0.5780657933650442,0.007936311103395254,0.0002503755633450175,0.007831522243101902,0.007936311103395254,True,0.2214902808889771,0.11300325095086937,False,0.12761950265651117,False
coding,Task arithmetic,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8261131397848466,0.5101231980445465,0.9788484315419321,0.011489775346092036,0.0002503755633450175,0.011489775346092036,0.008085116936583914,True,0.2214902808889771,0.00915520819310295,False,0.1323261487976646,False
coding,Task arithmetic,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5098423775629893,-0.9632490293533,0.3015471283702503,0.30150045626591143,0.1578544061302682,0.30150045626591143,0.23994452149791956,True,0.2214902808889771,,False,0.7292982536078205,False
coding,Task arithmetic,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.32979283139662285,-0.8903393967266146,0.8912082366448131,0.550624133148405,0.5123882503192848,0.523245433153744,0.550624133148405,True,0.2214902808889771,,False,0.926314610313212,False
instruction,Consensus TA,beh_entropy_gap,Entropy Gap,behaviour,8,-0.23761995894169613,-0.8104166495477668,0.5109853528771436,0.5755561618015426,0.45968953430145215,0.5709494860028531,0.5755561618015426,True,0.027817801567526237,0.798712409942473,False,0.926314610313212,False
instruction,Consensus TA,beh_js,JS Divergence,behaviour,8,0.11884218784060963,-0.727765834490477,0.8311049523283561,0.8397596394591887,0.8397596394591887,0.7792600875913047,0.739986607475013,True,0.027817801567526237,0.4625813377352605,False,0.9891932399811311,False
instruction,Consensus TA,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.29683182327490004,-0.8867251811520591,0.547754840888191,0.4752681850550319,0.44917376064096143,0.4752681850550319,0.44778155303687905,True,0.027817801567526237,0.8938671731007947,False,0.884825743992694,False
instruction,Consensus TA,beh_rank_corr,Rank Corr.,behaviour,8,0.020851360727774913,-0.7997842775221958,0.7763597002142643,0.9629444166249375,0.9629444166249375,0.9609085325225576,0.9514396964361003,True,0.027817801567526237,0.6514875252061365,False,0.9991243645111704,False
instruction,Consensus TA,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.17821756634975652,-0.8607496861440375,0.6814813097044718,0.7090635953930896,0.7090635953930896,0.6728502156141145,0.6550680786686838,True,0.027817801567526237,0.21860449756430816,False,0.9440777118422046,False
instruction,Consensus TA,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.4675715183497424,-0.6024622684545033,0.8686927164007426,0.24270030558602193,0.22884326489734602,0.24270030558602193,0.1997718310557774,True,0.027817801567526237,0.534338609167772,False,0.6531643681871413,False
instruction,Consensus TA,geo_cka_mean,CKA Mean,representation,8,0.37259507629989874,-0.7361367858120462,0.8116556514804439,0.4872308462694041,0.4872308462694041,0.36334921617429283,0.4672255152401974,True,0.027817801567526237,0.5459815756684101,False,0.8874364177845716,False
instruction,Consensus TA,geo_procrustes_mean,Procrustes Mean,representation,8,-0.3170458675455592,-0.8147306836767194,0.7196602320345625,0.5671238312541852,0.5247871807711567,0.44417377844215056,0.5671238312541852,True,0.027817801567526237,0.5769691986114851,False,0.926314610313212,False
instruction,Consensus TA,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.16654617279302203,-0.6689675917427743,0.8052760747758904,0.6934523694405605,0.6820230345518278,0.6934523694405605,0.6725775650405496,True,0.027817801567526237,0.30677830252371335,False,0.941985855715674,False
instruction,Consensus TA,geo_svcca_mean,SVCCA Mean,representation,8,-0.015378763254552327,-0.7025230667964878,0.6487534106659378,0.9709901462609514,0.9298948422633951,0.9709901462609514,0.9620049105924953,True,0.027817801567526237,0.7421520834990913,False,0.9991243645111704,False
instruction,Consensus TA,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.13150409045025058,-0.7597331009620897,0.8965527188115381,0.8477716574862293,0.8477716574862293,0.7562577614431187,0.763845142729595,True,0.027817801567526237,0.5925051116408756,False,0.9891932399811311,False
instruction,Consensus TA,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.002605360584352722,-0.7412740152725545,0.9173054976649073,0.995039805560378,0.9794692038057086,0.6531841143671443,0.995039805560378,True,0.027817801567526237,0.3620119506464364,False,0.9991243645111704,False
instruction,Consensus TA,grad_l2,Grad. L2 Dist.,gradient,8,0.47303277576036906,-0.7283761311724305,0.8894567473617926,0.44466700050075114,0.44466700050075114,0.23648929413914305,0.19540685994891,True,0.027817801567526237,0.5572983881492825,False,0.8606022476674777,False
instruction,Consensus TA,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.34870151401156513,-0.8687529014447124,0.7726256304217207,0.5703555332999499,0.5703555332999499,0.39725082419056684,0.46782073857295203,True,0.027817801567526237,0.5857732300795782,False,0.926314610313212,False
instruction,Consensus TA,qmd_raw,Quotient Dist.,weight space,8,-0.029073209752651246,-0.7386118296013751,0.6650369705250675,0.9455183972245601,0.9313970956434652,0.9455183972245601,0.9130973934178219,True,0.027817801567526237,0.04506178969162707,False,0.9991243645111704,False
instruction,Consensus TA,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.324646031029495,-0.8627438003681198,0.6886501167238929,0.442663995993991,0.442663995993991,0.4327064687025007,0.44187892165372883,True,0.027817801567526237,0.30134841830164005,False,0.8606022476674777,False
instruction,Consensus TA,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.32464603102949485,-0.8627438003681199,0.6886501167238931,0.442663995993991,0.442663995993991,0.4327064687024996,0.44187892165372883,True,0.027817801567526237,0.30134841830164033,False,0.8606022476674777,False
instruction,Consensus TA,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.32830982315420804,-0.8522158559350471,0.7274765502877453,0.4481783685920488,0.414121181772659,0.4272232572981105,0.4481783685920488,True,0.027817801567526237,0.3085673677618313,False,0.8606022476674777,False
instruction,Consensus TA,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.41361516881464594,-0.8715520283158509,0.6655058875331304,0.3455023436918727,0.24536805207811718,0.30838231598923266,0.3455023436918727,True,0.027817801567526237,0.6290768383195108,False,0.7807749469892756,False
instruction,Consensus TA,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,0.023712820413671176,-0.6680954416569002,0.737815313391013,0.9555539797850767,0.9248873309964948,0.9555539797850767,0.9370055306168001,True,0.027817801567526237,0.11300325095086937,False,0.9991243645111704,False
instruction,Consensus TA,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,-0.018025439619925757,-0.7382363132608286,0.6881370847115624,0.966173589329176,0.9559339008512769,0.966173589329176,0.9430569678331391,True,0.027817801567526237,0.00915520819310295,False,0.9991243645111704,False
instruction,Consensus TA,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.12798551168514652,-0.7369557810803468,0.8350608280335787,0.809069952444922,0.7632183908045977,0.809069952444922,0.6865464632454924,True,0.027817801567526237,,False,0.979400468749116,False
instruction,Consensus TA,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.20563427797651826,-0.8882151106160596,0.738175710106571,0.6958962526691591,0.5961685823754789,0.6958962526691591,0.5450762829403606,True,0.027817801567526237,,False,0.941985855715674,False
instruction,DARE,beh_entropy_gap,Entropy Gap,behaviour,8,0.11936895511329661,-0.625196000598928,0.7588084939651336,0.7783002232031585,0.686029043565348,0.7783002232031585,0.7728230946653109,True,0.2884180321776831,0.798712409942473,False,0.9719933826846916,False
instruction,DARE,beh_js,JS Divergence,behaviour,8,0.17710792302322487,-0.5556676283457148,0.781798850694964,0.6748015261814726,0.6154231347020531,0.6748015261814726,0.6646660549093525,True,0.2884180321776831,0.4625813377352605,False,0.9400921755482075,False
instruction,DARE,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.518269573346966,-0.9741303775662696,0.2466088303238267,0.1882337341108556,0.13720580871306962,0.1882337341108556,0.18184072815654373,True,0.2884180321776831,0.8938671731007947,False,0.5746959138782759,False
instruction,DARE,beh_rank_corr,Rank Corr.,behaviour,8,-0.1701844495785303,-0.7827878025009201,0.6179918157373094,0.687011884341847,0.6189283925888833,0.687011884341847,0.6734207980952853,True,0.2884180321776831,0.6514875252061365,False,0.941985855715674,False
instruction,DARE,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.20384598902980586,-0.7436187528970639,0.5618355194784985,0.628244843424919,0.5187781672508763,0.628244843424919,0.6148657027355472,True,0.2884180321776831,0.21860449756430816,False,0.9321736380688223,False
instruction,DARE,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.04705593351768073,-0.6006609974747954,0.8422734789477438,0.9456114679695444,0.8893340010015023,0.9119002807693407,0.9456114679695444,True,0.2884180321776831,0.534338609167772,False,0.9991243645111704,False
instruction,DARE,geo_cka_mean,CKA Mean,representation,8,-0.007052531478494515,-0.6534260766274462,0.6393714317847187,0.9914932665360482,0.85678517776665,0.9593011846530161,0.9914932665360482,True,0.2884180321776831,0.5459815756684101,False,0.9991243645111704,False
instruction,DARE,geo_procrustes_mean,Procrustes Mean,representation,8,0.02846492456882209,-0.6720748041800854,0.6418522018974341,0.9622033183700801,0.8307461191787682,0.9466570248893124,0.9622033183700801,True,0.2884180321776831,0.5769691986114851,False,0.9991243645111704,False
instruction,DARE,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.048924659973405435,-0.6345175791224774,0.7456896778472648,0.9084125413743485,0.8833249874812218,0.9084125413743485,0.9062523250911436,True,0.2884180321776831,0.30677830252371335,False,0.9951362374792474,False
instruction,DARE,geo_svcca_mean,SVCCA Mean,representation,8,0.26734578283108795,-0.530485058829977,0.8166813677859489,0.5312969454181272,0.5312969454181272,0.5220997692093641,0.5096103767267677,True,0.2884180321776831,0.7421520834990913,False,0.9136635588267397,False
instruction,DARE,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.12757516735344196,-0.7263339759773568,0.8064705124134296,0.8412618928392589,0.8412618928392589,0.7633793135366796,0.7716326479998016,True,0.2884180321776831,0.5925051116408756,False,0.9891932399811311,False
instruction,DARE,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,0.05970514204180073,-0.7561445005090843,0.8230190016473709,0.8924133826045981,0.8162243365047571,0.888318613107174,0.8924133826045981,True,0.2884180321776831,0.3620119506464364,False,0.9951362374792474,False
instruction,DARE,grad_l2,Grad. L2 Dist.,gradient,8,0.3611227061549755,-0.4094723286113359,0.8528015199126335,0.4459958830386151,0.22834251377065598,0.3794592045717297,0.4459958830386151,True,0.2884180321776831,0.5572983881492825,False,0.8606022476674777,False
instruction,DARE,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.2782203928666573,-0.8073730486080648,0.5415525950627638,0.561915627092582,0.442663995993991,0.5046317389444184,0.561915627092582,True,0.2884180321776831,0.5857732300795782,False,0.926314610313212,False
instruction,DARE,qmd_raw,Quotient Dist.,weight space,8,-0.03578099484805335,-0.7029954164897053,0.6919163651078308,0.9329678740040879,0.9308963445167752,0.9329678740040879,0.9252250688226978,True,0.2884180321776831,0.04506178969162707,False,0.9991243645111704,False
instruction,DARE,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.05482833186683377,-0.6910841334405811,0.7137403661089214,0.8976959896827955,0.8973460190285428,0.8974027193992856,0.8976959896827955,True,0.2884180321776831,0.30134841830164005,False,0.9951362374792474,False
instruction,DARE,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.05482833186683356,-0.691084133440581,0.7137403661089216,0.8976959896827955,0.8973460190285428,0.8974027193992856,0.8976959896827955,True,0.2884180321776831,0.30134841830164033,False,0.9951362374792474,False
instruction,DARE,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.04674825402893129,-0.6982903364106408,0.7768168321376842,0.9354031046569855,0.9354031046569855,0.9124746444603259,0.9155278886932368,True,0.2884180321776831,0.3085673677618313,False,0.9991243645111704,False
instruction,DARE,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.10728777814882956,-0.9200656791601641,0.7308802912065315,0.8848272408612919,0.8848272408612919,0.800373777693636,0.8436546712631136,True,0.2884180321776831,0.6290768383195108,False,0.9951362374792474,False
instruction,DARE,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,0.08118581838482701,-0.671593053319885,0.7101367614446733,0.8484441514881862,0.8332498748122183,0.8484441514881862,0.8385208700181047,True,0.2884180321776831,0.11300325095086937,False,0.9891932399811311,False
instruction,DARE,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,-0.061997026834311846,-0.7077623748179749,0.6748697943855165,0.8843264897346019,0.8843264897346019,0.8840530983555198,0.8686788522110067,True,0.2884180321776831,0.00915520819310295,False,0.9951362374792474,False
instruction,DARE,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.42624560330199257,-0.5794762441479548,0.9650643672582692,0.48326947637292467,0.48326947637292467,0.399352878256582,0.3814147018030513,True,0.2884180321776831,,False,0.8868509007907395,False
instruction,DARE,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.4980778653890658,-0.9732080050546817,0.3765305618478309,0.3565772669220945,0.3565772669220945,0.3146651688375326,0.30513176144244103,True,0.2884180321776831,,False,0.7953824811732065,False
instruction,Dataless L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.1703077827916167,-0.7749088191776303,0.620976682385561,0.6888222018303117,0.6114171256885328,0.686793845271559,0.6888222018303117,True,0.113017590342636,0.798712409942473,False,0.941985855715674,False
instruction,Dataless L&S,beh_js,JS Divergence,behaviour,8,0.3613158779253419,-0.424853981570024,0.8812659086219532,0.37918535964234135,0.34902353530295444,0.37918535964234135,0.37293221894298256,True,0.113017590342636,0.4625813377352605,False,0.8125400563764457,False
instruction,Dataless L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.3877870884257171,-0.9111169421022127,0.35279367621266644,0.3425044169397388,0.2658988482724086,0.3425044169397388,0.297388457627539,True,0.113017590342636,0.8938671731007947,False,0.7758555426401161,False
instruction,Dataless L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.2570647092843353,-0.8462777038128984,0.5082959741101629,0.5388169801657163,0.48022033049574364,0.5388169801657163,0.49778031298826914,True,0.113017590342636,0.6514875252061365,False,0.9214718281814311,False
instruction,Dataless L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.4383558838824019,-0.8778991704642934,0.35797843337378576,0.2773038685641179,0.2258387581372058,0.2773038685641179,0.2654696064085712,True,0.113017590342636,0.21860449756430816,False,0.7051830564222654,False
instruction,Dataless L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.15317909894274934,-0.6466076281734023,0.8944854459957587,0.8961831303787109,0.5257886830245369,0.717250276243256,0.8961831303787109,True,0.113017590342636,0.534338609167772,False,0.9951362374792474,False
instruction,Dataless L&S,geo_cka_mean,CKA Mean,representation,8,0.07214546635871114,-0.7075305792645801,0.683205366631782,0.9576647404578259,0.8698047070605909,0.8651959112013339,0.9576647404578259,True,0.113017590342636,0.5459815756684101,False,0.9991243645111704,False
instruction,Dataless L&S,geo_procrustes_mean,Procrustes Mean,representation,8,-0.012708942184610482,-0.7084533936832208,0.7354926963282,0.9871530964013789,0.9704556835252879,0.9752696656935373,0.9871530964013789,True,0.113017590342636,0.5769691986114851,False,0.9991243645111704,False
instruction,Dataless L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.15271594172616568,-0.7587085620168283,0.5610501931480479,0.7180785414299578,0.6740110165247872,0.7180785414299578,0.698097765432405,True,0.113017590342636,0.30677830252371335,False,0.9459463406797237,False
instruction,Dataless L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.09239449149252166,-0.7277528574735791,0.5910911997608326,0.8277437383731208,0.8207310966449675,0.8277437383731208,0.789737357704422,True,0.113017590342636,0.7421520834990913,False,0.9891932399811311,False
instruction,Dataless L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.24199783670616035,-0.8470383694141371,0.7517896912973207,0.699549323985979,0.699549323985979,0.5636579559038292,0.5799955358250043,True,0.113017590342636,0.5925051116408756,False,0.941985855715674,False
instruction,Dataless L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.185552557500218,-0.8582387121789443,0.7353929114534027,0.7135703555333,0.7135703555333,0.6599921319710439,0.668162991989286,True,0.113017590342636,0.3620119506464364,False,0.9440777118422046,False
instruction,Dataless L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.48015055835406373,-0.46549693612207094,0.9558220786537673,0.2669003505257887,0.2669003505257887,0.22851768261203412,0.19121549564742937,True,0.113017590342636,0.5572983881492825,False,0.6888824508583324,False
instruction,Dataless L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4128968702482655,-0.9336538672889256,0.5140139067264885,0.385578367551327,0.385578367551327,0.30930838898129503,0.34021973661367527,True,0.113017590342636,0.5857732300795782,False,0.817773791835294,False
instruction,Dataless L&S,qmd_raw,Quotient Dist.,weight space,8,0.2673908237064896,-0.48536120005005456,0.8105793581973548,0.5220269601893731,0.49624436654982473,0.5220269601893731,0.491679273827534,True,0.113017590342636,0.04506178969162707,False,0.9136635588267397,False
instruction,Dataless L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.37375542300713965,-0.8630728840529238,0.4929321264204794,0.37189057811066195,0.33500250375563345,0.36173733443066475,0.37189057811066195,True,0.113017590342636,0.30134841830164005,False,0.8069323864665306,False
instruction,Dataless L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.3737554230071395,-0.8630728840529239,0.4929321264204795,0.37189057811066195,0.33500250375563345,0.3617373344306644,0.37189057811066195,True,0.113017590342636,0.30134841830164033,False,0.8069323864665306,False
instruction,Dataless L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.3663897625469022,-0.8718323502096768,0.5413276127764269,0.39135934128617844,0.3535302954431647,0.3720240806824554,0.39135934128617844,True,0.113017590342636,0.3085673677618313,False,0.8219146902171438,False
instruction,Dataless L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.33811973321599315,-0.9702211135190204,0.6138783588330297,0.49371295354777905,0.485728592889334,0.4126876698177812,0.49371295354777905,True,0.113017590342636,0.6290768383195108,False,0.8918677520314281,False
instruction,Dataless L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.24293176123544705,-0.7939667435286013,0.47080599784652355,0.562106687957141,0.5212819228843265,0.562106687957141,0.5193075568562288,True,0.113017590342636,0.11300325095086937,False,0.926314610313212,False
instruction,Dataless L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.2617923115391128,-0.49168363326065867,0.8223452685898913,0.5311057842513253,0.5097646469704556,0.5311057842513253,0.49004240966245877,True,0.113017590342636,0.00915520819310295,False,0.9136635588267397,False
instruction,Dataless L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.03111872545973586,-0.7736825812805991,0.8485912876932059,0.9533369654443822,0.9532567049808429,0.9533369654443822,0.9181692094313454,True,0.113017590342636,,False,0.9991243645111704,False
instruction,Dataless L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.1569676695914677,-0.8753593586017476,0.7115735648361937,0.7664822469883606,0.7524904214559387,0.7664822469883606,0.6130374479889042,True,0.113017590342636,,False,0.9671144963486643,False
instruction,Fisher Merging,beh_entropy_gap,Entropy Gap,behaviour,8,0.19795539506645615,-0.5341676730903084,0.7304859405527326,0.6384160778100152,0.41962944416624937,0.6384160778100152,0.6333424270231393,True,0.377437913616105,0.798712409942473,False,0.9321736380688223,False
instruction,Fisher Merging,beh_js,JS Divergence,behaviour,8,0.20788489533858115,-0.5676669441328781,0.8033228896049511,0.6439659489233851,0.6439659489233851,0.6213002021645676,0.6049205128841051,True,0.377437913616105,0.4625813377352605,False,0.9321736380688223,False
instruction,Fisher Merging,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5947174535280436,-0.9545914418444329,0.12476042022132552,0.12259120557525854,0.09514271407110667,0.11993719318505876,0.12259120557525854,True,0.377437913616105,0.8938671731007947,False,0.4302821551960769,False
instruction,Fisher Merging,beh_rank_corr,Rank Corr.,behaviour,8,-0.19301716631727717,-0.802412102910885,0.5794777310205624,0.6469810683618438,0.6114171256885328,0.6469810683618438,0.618412241759877,True,0.377437913616105,0.6514875252061365,False,0.9321736380688223,False
instruction,Fisher Merging,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.19846128462785495,-0.7489419053372135,0.4950692936720386,0.6375406008566984,0.5773660490736104,0.6375406008566984,0.6288534510552813,True,0.377437913616105,0.21860449756430816,False,0.9321736380688223,False
instruction,Fisher Merging,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.09028132101497201,-0.6676521111313797,0.7083678260229702,0.8503757347288013,0.7991987981972959,0.8316400957946952,0.8503757347288013,True,0.377437913616105,0.534338609167772,False,0.9891932399811311,False
instruction,Fisher Merging,geo_cka_mean,CKA Mean,representation,8,0.01597949427795738,-0.7699429974386425,0.5619139102951483,0.9724957218322958,0.8963445167751627,0.9699190222400748,0.9724957218322958,True,0.377437913616105,0.5459815756684101,False,0.9991243645111704,False
instruction,Fisher Merging,geo_procrustes_mean,Procrustes Mean,representation,8,0.017500311886866553,-0.5882937525213191,0.7657840792038001,0.9723965179435033,0.8462694041061593,0.9671440777781635,0.9723965179435033,True,0.377437913616105,0.5769691986114851,False,0.9991243645111704,False
instruction,Fisher Merging,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.07110275491556729,-0.621278617969698,0.7163172306034652,0.8671309870475602,0.814221331997997,0.8671309870475602,0.858386448748791,True,0.377437913616105,0.30677830252371335,False,0.9949895472219787,False
instruction,Fisher Merging,geo_svcca_mean,SVCCA Mean,representation,8,0.3639673876918492,-0.44836868258809065,0.8194419259885684,0.3754354156144257,0.27791687531296944,0.3754354156144257,0.3659383447831155,True,0.377437913616105,0.7421520834990913,False,0.8112226621313792,False
instruction,Fisher Merging,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.24231068554533722,-0.8604408452204891,0.748979550436442,0.6930395593390085,0.6930395593390085,0.5631381412641758,0.5929416433124178,True,0.377437913616105,0.5925051116408756,False,0.941985855715674,False
instruction,Fisher Merging,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.00023284792809409008,-0.8382061477033168,0.8904996779766606,0.9995287815282359,0.9584376564847271,0.06999720820558988,0.9995287815282359,True,0.377437913616105,0.3620119506464364,False,0.9995287815282359,False
instruction,Fisher Merging,grad_l2,Grad. L2 Dist.,gradient,8,0.48689685924008236,-0.4298094376161628,0.9338471134128711,0.22467200714267999,0.21732598898347522,0.22109168053901695,0.22467200714267999,True,0.377437913616105,0.5572983881492825,False,0.6234196444843801,False
instruction,Fisher Merging,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.39453414580544893,-0.9145744435436425,0.5936307524004399,0.3800701051577366,0.3800701051577366,0.3334288614977652,0.36732719922620966,True,0.377437913616105,0.5857732300795782,False,0.8127532207402012,False
instruction,Fisher Merging,qmd_raw,Quotient Dist.,weight space,8,-0.08164890221698971,-0.7298582681841975,0.659901226431072,0.8834106296966842,0.7931897846770155,0.847587342494793,0.8834106296966842,True,0.377437913616105,0.04506178969162707,False,0.9951362374792474,False
instruction,Fisher Merging,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.06403883706523497,-0.7080770893114767,0.8278173671862528,0.9063595393089634,0.9063595393089634,0.8802550535197884,0.8787480469234394,True,0.377437913616105,0.30134841830164005,False,0.9951362374792474,False
instruction,Fisher Merging,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.0640388370652347,-0.7080770893114764,0.8278173671862529,0.9063595393089634,0.9063595393089634,0.8802550535197794,0.8787480469234394,True,0.377437913616105,0.30134841830164033,False,0.9951362374792474,False
instruction,Fisher Merging,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.059455480181435344,-0.7054656044937941,0.8662568451994939,0.9068602904356535,0.9068602904356535,0.8887834115405183,0.8943726594082488,True,0.377437913616105,0.3085673677618313,False,0.9951362374792474,False
instruction,Fisher Merging,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.10696154732573902,-0.8217457982919253,0.737244607867826,0.8662994491737607,0.8662994491737607,0.800971502061984,0.8499789191736316,True,0.377437913616105,0.6290768383195108,False,0.9949895472219787,False
instruction,Fisher Merging,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,0.12994017527400786,-0.614105882326145,0.7461801570484339,0.7590907402315764,0.6925388082123185,0.7590907402315764,0.7564792539867563,True,0.377437913616105,0.11300325095086937,False,0.9664754933389061,False
instruction,Fisher Merging,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,-0.10381957610235948,-0.74482037004402,0.6470720266385838,0.8439522829294909,0.7601402103154732,0.8067325464898192,0.8439522829294909,True,0.377437913616105,0.00915520819310295,False,0.9891932399811311,False
instruction,Fisher Merging,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.5593038203583954,-0.45082365155645693,0.9691232388111185,0.24965325936199723,0.1879948914431673,0.2485251935097631,0.24965325936199723,True,0.377437913616105,,False,0.6608468630170514,False
instruction,Fisher Merging,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.6319539189330864,-0.9996910270028088,-0.008268483104411676,0.18030513176144244,0.044444444444444446,0.17825949878719724,0.18030513176144244,True,0.377437913616105,,False,0.56040784196124,False
instruction,L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.14716038675157903,-0.7039109719240338,0.49394285391295,0.7280320582269472,0.5898848272408613,0.7280320582269472,0.7243619949902036,True,0.022793256857940824,0.798712409942473,False,0.9560583016363076,False
instruction,L&S,beh_js,JS Divergence,behaviour,8,0.35027434791601136,-0.5243794219667449,0.9177856518047625,0.4056084126189284,0.4056084126189284,0.39497817337079166,0.387887205178443,True,0.022793256857940824,0.4625813377352605,False,0.8346018033013736,False
instruction,L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.33349275272292633,-0.8292310761354037,0.3895947266045964,0.4195169377875441,0.328492739108663,0.4195169377875441,0.3969147590585551,True,0.022793256857940824,0.8938671731007947,False,0.8447471412648019,False
instruction,L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.19448003705548825,-0.8695851180651787,0.6445493030598276,0.6444402490018016,0.6394591887831748,0.6444402490018016,0.6392202574340914,True,0.022793256857940824,0.6514875252061365,False,0.9321736380688223,False
instruction,L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.46463423953569793,-0.9239787861228561,0.574147388957998,0.26189283925888834,0.26189283925888834,0.2460746556937761,0.24426477517918702,True,0.022793256857940824,0.21860449756430816,False,0.6847050362222461,False
instruction,L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.21983997437278552,-0.6287443170649365,0.8614352850941268,0.6376329952134123,0.33800701051577364,0.6008884651793186,0.6376329952134123,True,0.022793256857940824,0.534338609167772,False,0.9321736380688223,False
instruction,L&S,geo_cka_mean,CKA Mean,representation,8,0.11957899441827359,-0.708519865012296,0.7376536820375665,0.8054363731058257,0.685528292438658,0.7779175621714922,0.8054363731058257,True,0.022793256857940824,0.5459815756684101,False,0.9788788357505956,False
instruction,L&S,geo_procrustes_mean,Procrustes Mean,representation,8,-0.0558573024919926,-0.7615972593885871,0.7813609159860089,0.9063595393089634,0.9063595393089634,0.8954852000639323,0.8894868678852211,True,0.022793256857940824,0.5769691986114851,False,0.9951362374792474,False
instruction,L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.12567373048898395,-0.8153466711657112,0.7226329280031955,0.7668310952863583,0.7486229344016024,0.7668310952863583,0.7604970114828501,True,0.022793256857940824,0.30677830252371335,False,0.9671144963486643,False
instruction,L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.11337018881980548,-0.7517080533350489,0.4622756897271161,0.7892452783253502,0.6750125187781673,0.7892452783253502,0.7819994543786116,True,0.022793256857940824,0.7421520834990913,False,0.9724629322223064,False
instruction,L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.2739937651444213,-0.8398734477801656,0.7733654228454178,0.685027541311968,0.685027541311968,0.5113943902587604,0.535328984896208,True,0.022793256857940824,0.5925051116408756,False,0.941985855715674,False
instruction,L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.1944205437921073,-0.9304152796996615,0.7543372361367743,0.7406109163745619,0.7406109163745619,0.6445435227442345,0.6508767143672032,True,0.022793256857940824,0.3620119506464364,False,0.9579107467170905,False
instruction,L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.4815236990003933,-0.5796238001365436,0.8949238405315109,0.3329994992488733,0.3329994992488733,0.22699595099051403,0.26891694154410856,True,0.022793256857940824,0.5572983881492825,False,0.7635393555214974,False
instruction,L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.42981027036712705,-0.9200978857176157,0.5774649437185563,0.3930896344516775,0.3930896344516775,0.28785733212139547,0.30701123484040577,True,0.022793256857940824,0.5857732300795782,False,0.8219146902171438,False
instruction,L&S,qmd_raw,Quotient Dist.,weight space,8,0.24294277882282905,-0.6209513913352585,0.9139101822557747,0.5708562844266399,0.5708562844266399,0.5620883964315055,0.5307160040673594,True,0.022793256857940824,0.04506178969162707,False,0.926314610313212,False
instruction,L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.4392989220854263,-0.9170127054365951,0.6080632273668233,0.30896344516775165,0.30896344516775165,0.27615110343915056,0.28089581111579576,True,0.022793256857940824,0.30134841830164005,False,0.7357782722119877,False
instruction,L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.43929892208542615,-0.9170127054365949,0.6080632273668235,0.30896344516775165,0.30896344516775165,0.2761511034391505,0.28089581111579576,True,0.022793256857940824,0.30134841830164033,False,0.7357782722119877,False
instruction,L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.445153595834532,-0.9006785705072075,0.6499770078372601,0.3179769654481723,0.3179769654481723,0.2690473919774626,0.2719922620966742,True,0.022793256857940824,0.3085673677618313,False,0.7469134536081314,False
instruction,L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5139831557602367,-0.9484989913807984,0.4761457892964597,0.32498748122183274,0.32498748122183274,0.19255917093227423,0.19240594231293867,True,0.022793256857940824,0.6290768383195108,False,0.7501903347075463,False
instruction,L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.24894535413749355,-0.9028430978089955,0.6250313767241152,0.5521540182827978,0.5398097145718578,0.5521540182827978,0.5289551350412937,True,0.022793256857940824,0.11300325095086937,False,0.926314610313212,False
instruction,L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.2549223349980356,-0.6143218360453514,0.9221083936957669,0.5443164747120681,0.5443164747120681,0.5423246971548464,0.4889511668857419,True,0.022793256857940824,0.00915520819310295,False,0.9248786261896181,False
instruction,L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.02093284378814703,-0.8625774243323437,0.8691284918360481,0.9685988742231323,0.9363984674329502,0.9685988742231323,0.9514563106796117,True,0.022793256857940824,,False,0.9991243645111704,False
instruction,L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.13658176004157782,-0.9339292250862675,0.7609380946723413,0.7964012974270892,0.5885057471264368,0.7964012974270892,0.7434119278779473,True,0.022793256857940824,,False,0.9783032981215881,False
instruction,Model soup,beh_entropy_gap,Entropy Gap,behaviour,8,0.1431476352173358,-0.5597952596950346,0.7393291732474861,0.7352422357209043,0.5993990986479719,0.7352422357209043,0.7326951216487686,True,0.29602708350534934,0.798712409942473,False,0.9572021559385359,False
instruction,Model soup,beh_js,JS Divergence,behaviour,8,0.23275236863173723,-0.5305765262348343,0.837121375070691,0.5790944655059587,0.5538307461191788,0.5790944655059587,0.5595099327893653,True,0.29602708350534934,0.4625813377352605,False,0.926314610313212,False
instruction,Model soup,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5392030199979133,-0.9824126665632246,0.17963455322866875,0.16786212691465907,0.11617426139208813,0.16786212691465907,0.16068549887155575,True,0.29602708350534934,0.8938671731007947,False,0.5345763118666835,False
instruction,Model soup,beh_rank_corr,Rank Corr.,behaviour,8,-0.20603424042405472,-0.8519567022775264,0.5797413370725982,0.6244792904185238,0.5718577866800201,0.6244792904185238,0.6052677264948786,True,0.29602708350534934,0.6514875252061365,False,0.9321736380688223,False
instruction,Model soup,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.26878480724446663,-0.7858455138999317,0.5613678627878881,0.5197754422967059,0.4261392088132198,0.5197754422967059,0.5023932938171176,True,0.29602708350534934,0.21860449756430816,False,0.9136635588267397,False
instruction,Model soup,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.04796958073093651,-0.6657589571016367,0.7621783368403453,0.9224721609087077,0.8863294942413621,0.9101949182152962,0.9224721609087077,True,0.29602708350534934,0.534338609167772,False,0.9966165830276748,False
instruction,Model soup,geo_cka_mean,CKA Mean,representation,8,-0.015569588023930075,-0.7133706605894969,0.5795348864909489,0.9731157461372486,0.8247371056584877,0.9706520948090303,0.9731157461372486,True,0.29602708350534934,0.5459815756684101,False,0.9991243645111704,False
instruction,Model soup,geo_procrustes_mean,Procrustes Mean,representation,8,0.04651616475715727,-0.6097386285484138,0.7208221531238604,0.941246496862677,0.7661492238357537,0.9129079213007143,0.941246496862677,True,0.29602708350534934,0.5769691986114851,False,0.9991243645111704,False
instruction,Model soup,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.005524051694585838,-0.7092024142674878,0.7043454908177087,0.9872026983457751,0.985478217325989,0.9216883624530229,0.9872026983457751,True,0.29602708350534934,0.30677830252371335,False,0.9991243645111704,False
instruction,Model soup,geo_svcca_mean,SVCCA Mean,representation,8,0.25066497435774404,-0.48899334893965574,0.7671529858593163,0.5493195840313215,0.4516775162744116,0.5493195840313215,0.5267478485156618,True,0.29602708350534934,0.7421520834990913,False,0.926314610313212,False
instruction,Model soup,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.19098357883367126,-0.8236802340230542,0.7333978336604006,0.7310966449674512,0.7310966449674512,0.6505181000333409,0.6880285707199723,True,0.29602708350534934,0.5925051116408756,False,0.9560583016363076,False
instruction,Model soup,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.0036112532233526055,-0.8623946931589613,0.8535030551311332,0.9936013491728876,0.9233850776164246,0.7916272065292557,0.9936013491728876,True,0.29602708350534934,0.3620119506464364,False,0.9991243645111704,False
instruction,Model soup,grad_l2,Grad. L2 Dist.,gradient,8,0.4109050198871063,-0.407576823804435,0.9155034302414644,0.3923513801741028,0.21482223335002504,0.31188332947525604,0.3923513801741028,True,0.29602708350534934,0.5572983881492825,False,0.8219146902171438,False
instruction,Model soup,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.33778080690268547,-0.8831044514441976,0.5446351565922819,0.46782073857295203,0.38607911867801703,0.4131862875524128,0.46782073857295203,True,0.29602708350534934,0.5857732300795782,False,0.883566540917893,False
instruction,Model soup,qmd_raw,Quotient Dist.,weight space,8,0.009095620402896501,-0.6986510342618152,0.7776596520734019,0.9824737105658488,0.9824737105658488,0.9749024278559782,0.9822921058505494,True,0.29602708350534934,0.04506178969162707,False,0.9991243645111704,False
instruction,Model soup,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.09672456432381692,-0.7175390114959352,0.7625536793080839,0.8272408612919379,0.8272408612919379,0.819769417514531,0.8177872572604846,True,0.29602708350534934,0.30134841830164005,False,0.9891932399811311,False
instruction,Model soup,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.09672456432381667,-0.7175390114959352,0.7625536793080839,0.8272408612919379,0.8272408612919379,0.819769417514531,0.8177872572604846,True,0.29602708350534934,0.30134841830164033,False,0.9891932399811311,False
instruction,Model soup,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.09283643146475554,-0.7118205403943081,0.8060491521838501,0.8422633950926389,0.8422633950926389,0.8269292554642105,0.8350983358547656,True,0.29602708350534934,0.3085673677618313,False,0.9891932399811311,False
instruction,Model soup,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.16016799964329365,-0.9035782706005907,0.7076567645450677,0.780957813546291,0.7726589884827241,0.7047816171011482,0.780957813546291,True,0.29602708350534934,0.6290768383195108,False,0.9724629322223064,False
instruction,Model soup,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,0.03464688638546084,-0.7362112627329109,0.7082384995573678,0.9361374965898663,0.9208813219829745,0.9350890557391802,0.9361374965898663,True,0.29602708350534934,0.11300325095086937,False,0.9991243645111704,False
instruction,Model soup,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,-0.010954441242894767,-0.7190695261385055,0.7624469818227871,0.9834752128192289,0.9834752128192289,0.9768473530813726,0.9773567123831254,True,0.29602708350534934,0.00915520819310295,False,0.9991243645111704,False
instruction,Model soup,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.4356175873836212,-0.46073646960986114,0.9473894724141266,0.38790559987387774,0.3831417624521073,0.38790559987387774,0.37725381414701803,True,0.29602708350534934,,False,0.8193516242233949,False
instruction,Model soup,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.5279384410790194,-0.9809703946529976,0.19115710572944858,0.2816655749191854,0.20791826309067687,0.2816655749191854,0.2538141470180305,True,0.29602708350534934,,False,0.7090235838018529,False
instruction,RegMean,beh_entropy_gap,Entropy Gap,behaviour,8,0.08459476112572546,-0.6267442640596241,0.7571102007659539,0.8421399273472653,0.7726589884827241,0.8421399273472653,0.8402569380719724,True,0.23294010569879986,0.798712409942473,False,0.9891932399811311,False
instruction,RegMean,beh_js,JS Divergence,behaviour,8,0.16016090655758455,-0.6094553625085879,0.7910230242837942,0.7047942430520034,0.6389584376564847,0.7047942430520034,0.6851020560005953,True,0.23294010569879986,0.4625813377352605,False,0.9440777118422046,False
instruction,RegMean,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.4794149590529083,-0.9823405611454926,0.29852730726013127,0.2293350324274457,0.17776664997496244,0.2293350324274457,0.22065424964658614,True,0.23294010569879986,0.8938671731007947,False,0.6329646894997502,False
instruction,RegMean,beh_rank_corr,Rank Corr.,behaviour,8,-0.14227130463661405,-0.8134789868932686,0.6809618125695508,0.7368191093511277,0.6619929894842264,0.7368191093511277,0.7169961062473649,True,0.23294010569879986,0.6514875252061365,False,0.9579107467170905,False
instruction,RegMean,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.215826219033985,-0.7595252799297729,0.6654985358165856,0.6077169678195756,0.49173760640961445,0.6077169678195756,0.591627191785918,True,0.23294010569879986,0.21860449756430816,False,0.9321736380688223,False
instruction,RegMean,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.05524139102363699,-0.5890938995497355,0.8610559848339384,0.9474963418566008,0.8542814221331998,0.8966329179785527,0.9474963418566008,True,0.23294010569879986,0.534338609167772,False,0.9991243645111704,False
instruction,RegMean,geo_cka_mean,CKA Mean,representation,8,0.010234125446065704,-0.6069443360721468,0.6418361591012824,0.9895339897323975,0.9339008512769154,0.976769362586374,0.9895339897323975,True,0.23294010569879986,0.5459815756684101,False,0.9991243645111704,False
instruction,RegMean,geo_procrustes_mean,Procrustes Mean,representation,8,0.008466887915914371,-0.7116158129159093,0.6120908010079801,0.9899308052875673,0.9028542814221332,0.9723722145270348,0.9899308052875673,True,0.23294010569879986,0.5769691986114851,False,0.9991243645111704,False
instruction,RegMean,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.04739602857118458,-0.6560477798626175,0.7895011518029462,0.9112654438032459,0.885828743114672,0.9112654438032459,0.9071947620346718,True,0.23294010569879986,0.30677830252371335,False,0.9951362374792474,False
instruction,RegMean,geo_svcca_mean,SVCCA Mean,representation,8,0.20413987824244748,-0.5661707249146746,0.8011702050951997,0.6399599399098648,0.6399599399098648,0.6277387081182151,0.60918628010218,True,0.23294010569879986,0.7421520834990913,False,0.9321736380688223,False
instruction,RegMean,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.06965141590092294,-0.6890363605789138,0.7904287719223524,0.9794692038057086,0.9794692038057086,0.8698253570660556,0.8766647652587981,True,0.23294010569879986,0.5925051116408756,False,0.9991243645111704,False
instruction,RegMean,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,0.08694906168044914,-0.7530082362968912,0.8155561192268355,0.8433074576523399,0.7501251877816725,0.837790329507455,0.8433074576523399,True,0.23294010569879986,0.3620119506464364,False,0.9891932399811311,False
instruction,RegMean,grad_l2,Grad. L2 Dist.,gradient,8,0.3003685084168702,-0.43211945838560506,0.8691817415315513,0.5829716524887776,0.2694041061592389,0.469766710656337,0.5829716524887776,True,0.23294010569879986,0.5572983881492825,False,0.926314610313212,False
instruction,RegMean,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.22713596891763588,-0.8062791055844379,0.5438724016437176,0.6635252101882394,0.5167751627441162,0.5885409966896504,0.6635252101882394,True,0.23294010569879986,0.5857732300795782,False,0.9330823268272117,False
instruction,RegMean,qmd_raw,Quotient Dist.,weight space,8,-0.01709966224824037,-0.7280730121875002,0.7397263096425327,0.9678812296968791,0.9659489233850777,0.9678812296968791,0.9578879492076089,True,0.23294010569879986,0.04506178969162707,False,0.9991243645111704,False
instruction,RegMean,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.05704632314485896,-0.6655125763345846,0.7973557808876339,0.901352028042063,0.901352028042063,0.8932699736419772,0.8948934798244091,True,0.23294010569879986,0.30134841830164005,False,0.9951362374792474,False
instruction,RegMean,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.05704632314485874,-0.6655125763345845,0.7973557808876339,0.901352028042063,0.901352028042063,0.8932699736419772,0.8948934798244091,True,0.23294010569879986,0.30134841830164033,False,0.9951362374792474,False
instruction,RegMean,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.05331598001835621,-0.6717568970061555,0.8457898391027301,0.9143715573360041,0.9143715573360041,0.9002218204912942,0.905657101758389,True,0.23294010569879986,0.3085673677618313,False,0.9951362374792474,False
instruction,RegMean,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.14452727271743288,-0.9318173733588502,0.7251976726510324,0.801201802704056,0.801201802704056,0.7327613474598939,0.7983432950571663,True,0.23294010569879986,0.6290768383195108,False,0.9788788357505956,False
instruction,RegMean,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,0.058530907933266936,-0.7264847718179792,0.733047823935441,0.8905049389069865,0.8813219829744617,0.8905049389069865,0.8843282656680141,True,0.23294010569879986,0.11300325095086937,False,0.9951362374792474,False
instruction,RegMean,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,-0.03929588062072327,-0.7319528769486255,0.7183936694078648,0.9323985978968453,0.9323985978968453,0.9263960378240481,0.9159743061928027,True,0.23294010569879986,0.00915520819310295,False,0.9991243645111704,False
instruction,RegMean,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.3384988905711371,-0.7157491747901745,0.9567604788215803,0.60485312899106,0.60485312899106,0.5116445192745427,0.49375866851595007,True,0.23294010569879986,,False,0.9321736380688223,False
instruction,RegMean,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.41190027767712634,-0.9628074374103374,0.5537792381588231,0.47509578544061304,0.47509578544061304,0.41709146273034053,0.3883495145631068,True,0.23294010569879986,,False,0.884825743992694,False
instruction,TIES,beh_entropy_gap,Entropy Gap,behaviour,8,0.0086375559024087,-0.6711558011490938,0.6919769454515844,0.9842513826542001,0.9809714571857787,0.973200997377679,0.9842513826542001,True,0.20490296708868352,0.798712409942473,False,0.9991243645111704,False
instruction,TIES,beh_js,JS Divergence,behaviour,8,0.24626435807345534,-0.5256460843885661,0.839402339415202,0.5565833993744558,0.5488232348522785,0.5565833993744558,0.5321048585104536,True,0.20490296708868352,0.4625813377352605,False,0.926314610313212,False
instruction,TIES,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.45651718660550167,-0.9600645573303608,0.304296501522628,0.2555219185326683,0.20230345518277415,0.2555219185326683,0.23121946380298108,True,0.20490296708868352,0.8938671731007947,False,0.672939403769241,False
instruction,TIES,beh_rank_corr,Rank Corr.,behaviour,8,-0.18932312964546832,-0.8362440671911215,0.6060532900234858,0.6534103651263102,0.6209313970956435,0.6534103651263102,0.6139480667642172,True,0.20490296708868352,0.6514875252061365,False,0.9321736380688223,False
instruction,TIES,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.29899444789820906,-0.8029663618567746,0.5327966427762052,0.47190109239964423,0.39559339008512767,0.47190109239964423,0.4557426651124724,True,0.20490296708868352,0.21860449756430816,False,0.884825743992694,False
instruction,TIES,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.12208044421700733,-0.6294001140492252,0.8769225050443237,0.9003744946801915,0.6619929894842264,0.773363301431762,0.9003744946801915,True,0.20490296708868352,0.534338609167772,False,0.9951362374792474,False
instruction,TIES,geo_cka_mean,CKA Mean,representation,8,0.05231448442127419,-0.7025264672311319,0.6506733047795396,0.9593264055950993,0.9489233850776164,0.9020891629585568,0.9593264055950993,True,0.20490296708868352,0.5459815756684101,False,0.9991243645111704,False
instruction,TIES,geo_procrustes_mean,Procrustes Mean,representation,8,-0.012204608255703117,-0.6881495742288817,0.729562605481193,0.9851194166811339,0.9544316474712068,0.9758921241266068,0.9851194166811339,True,0.20490296708868352,0.5769691986114851,False,0.9991243645111704,False
instruction,TIES,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.01526487938337836,-0.7020290871696315,0.6817210274082073,0.9814722083124687,0.9814722083124687,0.9711907714978844,0.9686267701693907,True,0.20490296708868352,0.30677830252371335,False,0.9991243645111704,False
instruction,TIES,geo_svcca_mean,SVCCA Mean,representation,8,0.12157316865743953,-0.6064262409310915,0.7051666866546006,0.7742864193290221,0.7486229344016024,0.7742864193290221,0.7412762580293147,True,0.20490296708868352,0.7421520834990913,False,0.9713775078855005,False
instruction,TIES,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.18659562806743898,-0.7964384717205154,0.7638811978109658,0.7671507260891337,0.7671507260891337,0.6581694610225245,0.6795962401726148,True,0.20490296708868352,0.5925051116408756,False,0.9671144963486643,False
instruction,TIES,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.04464017756204102,-0.8476966309497894,0.8367901721026867,0.9769654481722584,0.9769654481722584,0.9164107962249691,0.9200416656332928,True,0.20490296708868352,0.3620119506464364,False,0.9991243645111704,False
instruction,TIES,grad_l2,Grad. L2 Dist.,gradient,8,0.42475192426591635,-0.4903246882038371,0.9468224734738815,0.3386076734207981,0.2583875813720581,0.294194724868906,0.3386076734207981,True,0.20490296708868352,0.5572983881492825,False,0.771935995573846,False
instruction,TIES,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.34302624102730583,-0.8799523034039257,0.5762203362867417,0.4688623794052727,0.43114672008012017,0.40549836813553586,0.4688623794052727,True,0.20490296708868352,0.5857732300795782,False,0.8839208792066616,False
instruction,TIES,qmd_raw,Quotient Dist.,weight space,8,0.07566074019236464,-0.6281751375923588,0.7616728384874151,0.8586765867320383,0.8452679018527791,0.8586765867320383,0.8213337962848144,True,0.20490296708868352,0.04506178969162707,False,0.9914872308462694,False
instruction,TIES,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.18831614699128219,-0.774925212755853,0.6714942078553445,0.6594330497755512,0.6334501752628944,0.6551662255442329,0.6594330497755512,True,0.20490296708868352,0.30134841830164005,False,0.9321736380688223,False
instruction,TIES,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.18831614699128196,-0.7749252127558529,0.6714942078553446,0.6594330497755512,0.6334501752628944,0.6551662255442378,0.6594330497755512,True,0.20490296708868352,0.30134841830164033,False,0.9321736380688223,False
instruction,TIES,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.18152568603711083,-0.7733578618478542,0.734922090026216,0.681902730587039,0.6379569354031046,0.6670423720327967,0.681902730587039,True,0.20490296708868352,0.3085673677618313,False,0.941985855715674,False
instruction,TIES,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.22893188332238712,-0.9372329895168509,0.6533492278212837,0.6979241586270182,0.6074111166750125,0.5855147533567648,0.6979241586270182,True,0.20490296708868352,0.6290768383195108,False,0.941985855715674,False
instruction,TIES,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.04265369827020456,-0.7347852027519535,0.6378772865421978,0.9201212646542332,0.9158738107160741,0.9201212646542332,0.9042434463430966,True,0.20490296708868352,0.11300325095086937,False,0.9953512560137497,False
instruction,TIES,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.06209947520935899,-0.6507490085402768,0.7642427116418633,0.8838624838985257,0.8803204807210816,0.8838624838985257,0.8477468316758017,True,0.20490296708868352,0.00915520819310295,False,0.9951362374792474,False
instruction,TIES,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.28260108908747616,-0.5784308235045328,0.9117372112049948,0.6395913154533844,0.6395913154533844,0.5873831048226895,0.5131761442441054,True,0.20490296708868352,,False,0.9321736380688223,False
instruction,TIES,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.3838418889845694,-0.9613077444107522,0.45267366235507006,0.452513761293599,0.4066411238825032,0.452513761293599,0.4147018030513176,True,0.20490296708868352,,False,0.8637889767467123,False
instruction,Task arithmetic,beh_entropy_gap,Entropy Gap,behaviour,8,-0.13877958121353157,-0.7566304122522269,0.534066128031858,0.7431100595907856,0.6254381572358538,0.7431100595907856,0.7428139183055976,True,0.08107739769352156,0.798712409942473,False,0.9579107467170905,False
instruction,Task arithmetic,beh_js,JS Divergence,behaviour,8,0.20731303435646709,-0.6489587669673694,0.868347721374899,0.6644967451176765,0.6644967451176765,0.6222820117049118,0.591627191785918,True,0.08107739769352156,0.4625813377352605,False,0.9331806393443626,False
instruction,Task arithmetic,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.33855918699004756,-0.8754076994017179,0.42339035030975863,0.41204154340473287,0.3770655983975964,0.41204154340473287,0.3747674908856427,True,0.08107739769352156,0.8938671731007947,False,0.8398800774280597,False
instruction,Task arithmetic,beh_rank_corr,Rank Corr.,behaviour,8,-0.08937290389420108,-0.8677398604036982,0.7181563630777196,0.8462694041061593,0.8462694041061593,0.8333160013028574,0.8076436596314576,True,0.08107739769352156,0.6514875252061365,False,0.9891932399811311,False
instruction,Task arithmetic,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.27412804222522613,-0.8472238538295779,0.5776497009723919,0.5111790209010403,0.49674511767651475,0.5111790209010403,0.4922744971602887,True,0.08107739769352156,0.21860449756430816,False,0.9074962034864094,False
instruction,Task arithmetic,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.32530144640653513,-0.593216113158086,0.8625750485828875,0.5815579970734853,0.30195292939409113,0.43172342290498117,0.5815579970734853,True,0.08107739769352156,0.534338609167772,False,0.926314610313212,False
instruction,Task arithmetic,geo_cka_mean,CKA Mean,representation,8,0.2378585345279923,-0.7446856992908536,0.7392292690562586,0.7690037449468019,0.5398097145718578,0.5705512938370713,0.7690037449468019,True,0.08107739769352156,0.5459815756684101,False,0.96750985898183,False
instruction,Task arithmetic,geo_procrustes_mean,Procrustes Mean,representation,8,-0.18133755564651177,-0.7617876062328812,0.7763431640296162,0.8076932615758537,0.6559839759639459,0.667372275846379,0.8076932615758537,True,0.08107739769352156,0.5769691986114851,False,0.9788788357505956,False
instruction,Task arithmetic,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,0.05093062274283093,-0.7286394009292043,0.7478262214809266,0.904670091823665,0.899349023535303,0.904670091823665,0.8996552664864462,True,0.08107739769352156,0.30677830252371335,False,0.9951362374792474,False
instruction,Task arithmetic,geo_svcca_mean,SVCCA Mean,representation,8,-0.003384589678241317,-0.6815662501984672,0.5939903425796815,0.9935021452840951,0.9699549323985979,0.7657516262530749,0.9935021452840951,True,0.08107739769352156,0.7421520834990913,False,0.9991243645111704,False
instruction,Task arithmetic,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.1923340472255584,-0.8352549728614923,0.8466420776869767,0.8027040560841262,0.8027040560841262,0.6481685816725812,0.6579945933880608,True,0.08107739769352156,0.5925051116408756,False,0.9788788357505956,False
instruction,Task arithmetic,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.07603803364922923,-0.8789335427713026,0.8930293175122196,0.9303955933900852,0.9303955933900852,0.8579772779207907,0.8623546043004886,True,0.08107739769352156,0.3620119506464364,False,0.9991243645111704,False
instruction,Task arithmetic,grad_l2,Grad. L2 Dist.,gradient,8,0.47238465944053604,-0.6518201345257739,0.9154061207197408,0.3785678517776665,0.3785678517776665,0.23722210029771507,0.22268792936683118,True,0.08107739769352156,0.5572983881492825,False,0.8125400563764457,False
instruction,Task arithmetic,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.36938546971113584,-0.9170018287069926,0.7022404643598866,0.5027541311967952,0.5027541311967952,0.36782465841100914,0.42322859056074996,True,0.08107739769352156,0.5857732300795782,False,0.8971560789460052,False
instruction,Task arithmetic,qmd_raw,Quotient Dist.,weight space,8,0.06675477732700223,-0.6842104469449627,0.7447391596331414,0.8908362543815723,0.8908362543815723,0.8752061362302501,0.8079908732422311,True,0.08107739769352156,0.04506178969162707,False,0.9951362374792474,False
instruction,Task arithmetic,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.2936201603362731,-0.8483205104641692,0.6547841664379715,0.4883559435529873,0.48122183274912367,0.4802860784514975,0.4883559435529873,True,0.08107739769352156,0.30134841830164005,False,0.8874364177845716,False
instruction,Task arithmetic,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.293620160336273,-0.848320510464169,0.6547841664379717,0.4883559435529873,0.48122183274912367,0.4802860784514993,0.4883559435529873,True,0.08107739769352156,0.30134841830164033,False,0.8874364177845716,False
instruction,Task arithmetic,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.2919977748376322,-0.8429327054567634,0.6986792298164713,0.5015500607623818,0.48172258387581374,0.48282879155018416,0.5015500607623818,True,0.08107739769352156,0.3085673677618313,False,0.8965532174249832,False
instruction,Task arithmetic,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.36284609645027627,-0.893694812933173,0.5683903880032168,0.4412836983209742,0.32348522784176265,0.3770191945883872,0.4412836983209742,True,0.08107739769352156,0.6290768383195108,False,0.8606022476674777,False
instruction,Task arithmetic,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.057757683228776203,-0.7014153275671141,0.6735525893887199,0.8968452679018528,0.8968452679018528,0.8919449488311242,0.8548151087522631,True,0.08107739769352156,0.11300325095086937,False,0.9951362374792474,False
instruction,Task arithmetic,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.0728447653162629,-0.6824695239893688,0.7430117422647599,0.8848272408612919,0.8848272408612919,0.8638984715267494,0.7857692021527244,True,0.08107739769352156,0.00915520819310295,False,0.9951362374792474,False
instruction,Task arithmetic,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.13741916694868014,-0.755883602290441,0.8425078317892921,0.795168763234444,0.7422733077905491,0.795168763234444,0.7475728155339806,True,0.08107739769352156,,False,0.9783032981215881,False
instruction,Task arithmetic,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.2369869480138373,-0.9008131863231267,0.7106580731174199,0.651174504863432,0.5486590038314176,0.651174504863432,0.5339805825242718,True,0.08107739769352156,,False,0.9321736380688223,False
math,Consensus TA,beh_entropy_gap,Entropy Gap,behaviour,8,-0.29511674345259536,-0.8963437253027678,0.49365603076304254,0.4779452273648426,0.4056084126189284,0.4779452273648426,0.46945760273802734,True,0.06587980292707699,0.798712409942473,False,0.884825743992694,False
math,Consensus TA,beh_js,JS Divergence,behaviour,8,0.7523543601361464,0.47375028428153687,0.9763964288471637,0.03370452121723171,0.007010515773660491,0.03126635284780902,0.03370452121723171,True,0.06587980292707699,0.4625813377352605,False,0.21057807501982218,False
math,Consensus TA,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.15724332328924728,-0.7539179261193548,0.5905844093151762,0.7099926123142937,0.6559839759639459,0.7099926123142937,0.6730735844845118,True,0.06587980292707699,0.8938671731007947,False,0.9440777118422046,False
math,Consensus TA,beh_rank_corr,Rank Corr.,behaviour,8,-0.6079555173178723,-0.9139308282859536,-0.13078383928768655,0.11634136058133479,0.030045067601402103,0.1098212457992137,0.11634136058133479,True,0.06587980292707699,0.6514875252061365,False,0.42102555315273255,False
math,Consensus TA,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8727968234821553,-0.9815910339303724,-0.6470423500242221,0.006175442077329432,0.000500751126690035,0.004667163330799455,0.006175442077329432,True,0.06587980292707699,0.21860449756430816,False,0.12761950265651117,False
math,Consensus TA,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.2264714737293182,-0.7763543038558263,0.8321968704801783,0.698767391681754,0.5242864296444667,0.5896620409569351,0.698767391681754,True,0.06587980292707699,0.534338609167772,False,0.941985855715674,False
math,Consensus TA,geo_cka_mean,CKA Mean,representation,8,-0.31333005330031344,-0.7335417615383073,0.6311076635553936,0.553136082934451,0.271407110665999,0.4498253967808908,0.553136082934451,True,0.06587980292707699,0.5459815756684101,False,0.926314610313212,False
math,Consensus TA,geo_procrustes_mean,Procrustes Mean,representation,8,0.39364974850196494,-0.3193168906838834,0.7943056684506969,0.4074551722427519,0.13470205307961944,0.3346120254395856,0.4074551722427519,True,0.06587980292707699,0.5769691986114851,False,0.8367383001413655,False
math,Consensus TA,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7508727045822454,-0.9644356440972586,-0.4946050831667048,0.044468143151211524,0.010015022533800702,0.031792226672877254,0.044468143151211524,True,0.06587980292707699,0.30677830252371335,False,0.24612047145189267,False
math,Consensus TA,geo_svcca_mean,SVCCA Mean,representation,8,-0.5128600789962107,-0.8780260031618963,0.13046580602427743,0.193701092211318,0.08012018027040561,0.193701092211318,0.18697452940155254,True,0.06587980292707699,0.7421520834990913,False,0.5870555458046116,False
math,Consensus TA,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.5049255578743544,-0.9000557198527444,0.42521237266891077,0.2018704796705506,0.1357035553329995,0.2018704796705506,0.1912402966196275,True,0.06587980292707699,0.5925051116408756,False,0.5948411253243502,False
math,Consensus TA,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6629927821964074,-0.9365216835110814,-0.23608557088233068,0.07338607673420798,0.015523284927391086,0.07313251173161527,0.07338607673420798,True,0.06587980292707699,0.3620119506464364,False,0.31913693033573637,False
math,Consensus TA,grad_l2,Grad. L2 Dist.,gradient,8,0.45292333203111296,-0.32628614166817893,0.8047238238944298,0.2866744376379554,0.19779669504256384,0.2597618506745754,0.2866744376379554,True,0.06587980292707699,0.5572983881492825,False,0.7132404878732785,False
math,Consensus TA,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.5212595144071374,-0.887582045774571,0.12284151452683723,0.1852474939773996,0.08312468703054582,0.1852474939773996,0.17254036358225242,True,0.06587980292707699,0.5857732300795782,False,0.5672519416171851,False
math,Consensus TA,qmd_raw,Quotient Dist.,weight space,8,0.8695331425003704,0.6504080218594144,0.9951203795947757,0.006175442077329432,0.00200300450676014,0.005022809317459847,0.006175442077329432,True,0.06587980292707699,0.04506178969162707,False,0.12761950265651117,False
math,Consensus TA,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7234549915389918,-0.98343565559692,-0.178145490969153,0.04251355855729389,0.020530796194291438,0.04251355855729389,0.03841670593487265,True,0.06587980292707699,0.30134841830164005,False,0.2378461249016172,False
math,Consensus TA,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7234549915389918,-0.9834356555969199,-0.17814549096915264,0.04251355855729389,0.02103154732098147,0.04251355855729389,0.03841670593487265,True,0.06587980292707699,0.30134841830164033,False,0.2378461249016172,False
math,Consensus TA,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7070435862418515,-0.9762601087603459,-0.13455662529670281,0.04985489070587059,0.024536805207811718,0.04985489070587059,0.042583269264155156,True,0.06587980292707699,0.3085673677618313,False,0.2687490202113337,False
math,Consensus TA,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4644982188427877,-0.9049070293852572,0.505985985193127,0.45618427641462195,0.45618427641462195,0.24623148809956852,0.24758810545373378,True,0.06587980292707699,0.6290768383195108,False,0.8679241288403193,False
math,Consensus TA,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8711103554926558,-0.98401126545296,-0.6563749054604485,0.006621859576895414,0.00200300450676014,0.004848844089843522,0.006621859576895414,True,0.06587980292707699,0.11300325095086937,False,0.12761950265651117,False
math,Consensus TA,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8717916776571908,0.6552802069095043,0.9937877267288654,0.004774909315193653,0.0015022533800701052,0.004774909315193653,0.0037449468019146353,True,0.06587980292707699,0.00915520819310295,False,0.1267187472109085,False
math,Consensus TA,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.4885797184245833,-0.970362719041843,0.5210456216944719,0.32544488916298386,0.15223499361430395,0.32544488916298386,0.31900138696255204,True,0.06587980292707699,,False,0.7501903347075463,False
math,Consensus TA,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.28087934062631664,-0.9231087801276164,0.9146368278407634,0.6324549237170597,0.44853128991060026,0.5897607246183336,0.6324549237170597,True,0.06587980292707699,,False,0.9321736380688223,False
math,DARE,beh_entropy_gap,Entropy Gap,behaviour,8,-0.2610534062135213,-0.9048403665958998,0.5283113225231874,0.5323083342729701,0.46870305458187284,0.5323083342729701,0.5229284987971529,True,0.11650190062810487,0.798712409942473,False,0.9136635588267397,False
math,DARE,beh_js,JS Divergence,behaviour,8,0.6958639413242065,0.33070969073292167,0.9738571307310587,0.06604498896356738,0.010515773660490736,0.055263797271952034,0.06604498896356738,True,0.11650190062810487,0.4625813377352605,False,0.3053105568987433,False
math,DARE,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.10392260902638803,-0.7323604240240801,0.6442127386917689,0.8065435059314882,0.7636454682023035,0.8065435059314882,0.755065598571464,True,0.11650190062810487,0.8938671731007947,False,0.9788788357505956,False
math,DARE,beh_rank_corr,Rank Corr.,behaviour,8,-0.5643822558970151,-0.9229581232037504,-0.0145465272672934,0.14582971652488777,0.04807210816224337,0.14502397505769557,0.14582971652488777,True,0.11650190062810487,0.6514875252061365,False,0.486883085816964,False
math,DARE,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8330490660135753,-0.9799987719539629,-0.514784813871035,0.014086952208526574,0.0002503755633450175,0.010225380546495086,0.014086952208526574,True,0.11650190062810487,0.21860449756430816,False,0.14877546465127556,False
math,DARE,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.2674937006295502,-0.7319793640324685,0.8849987454810507,0.6601770789414945,0.5172759138708062,0.5218606727956036,0.6601770789414945,True,0.11650190062810487,0.534338609167772,False,0.9321736380688223,False
math,DARE,geo_cka_mean,CKA Mean,representation,8,-0.3476841488418243,-0.7351035449190684,0.6662278571013457,0.4796012003670544,0.3259889834752128,0.3987238839566142,0.4796012003670544,True,0.11650190062810487,0.5459815756684101,False,0.884825743992694,False
math,DARE,geo_procrustes_mean,Procrustes Mean,representation,8,0.41387508896837494,-0.39274820406627325,0.7996748858537635,0.3610029513156916,0.16174261392088132,0.3080475383863332,0.3610029513156916,True,0.11650190062810487,0.5769691986114851,False,0.802671167768602,False
math,DARE,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7200362142300124,-0.9702307260808305,-0.36738749545710964,0.06071277994097369,0.008512769153730596,0.04398484148711952,0.06071277994097369,True,0.11650190062810487,0.30677830252371335,False,0.29501280393853413,False
math,DARE,geo_svcca_mean,SVCCA Mean,representation,8,-0.4867948834516917,-0.8728508907645625,0.17347137849667107,0.22120298841632555,0.10365548322483725,0.22120298841632555,0.20974182187941767,True,0.11650190062810487,0.7421520834990913,False,0.6204474065335961,False
math,DARE,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.4498191369317178,-0.8755724983263329,0.48492814176325205,0.2659160239081372,0.1472208312468703,0.2634521706603868,0.2659160239081372,True,0.11650190062810487,0.5925051116408756,False,0.6886780821502201,False
math,DARE,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5949196198554048,-0.9144443432803065,-0.1315355730743265,0.12035911807742863,0.028542814221331998,0.1197789110933334,0.12035911807742863,True,0.11650190062810487,0.3620119506464364,False,0.42629644124890403,False
math,DARE,grad_l2,Grad. L2 Dist.,gradient,8,0.3641141269344142,-0.4117834606972865,0.7506904261784534,0.43947322735051214,0.24887330996494741,0.37522837249366636,0.43947322735051214,True,0.11650190062810487,0.5572983881492825,False,0.8606022476674777,False
math,DARE,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4352472520402447,-0.8515131337436981,0.24259226974988388,0.2959748022122467,0.12518778167250877,0.2811205557528303,0.2959748022122467,True,0.11650190062810487,0.5857732300795782,False,0.7254680128141874,False
math,DARE,qmd_raw,Quotient Dist.,weight space,8,0.827522910775458,0.5263404648218388,0.9980870668492744,0.014682175541281218,0.00100150225338007,0.01122520126083508,0.014682175541281218,True,0.11650190062810487,0.04506178969162707,False,0.14898089887476532,False
math,DARE,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6751313781578807,-0.9637947069708311,-0.09589126015206313,0.06618835103577046,0.028542814221331998,0.06618835103577046,0.06314327521638849,True,0.11650190062810487,0.30134841830164005,False,0.3053105568987433,False
math,DARE,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6751313781578806,-0.9637947069708311,-0.09589126015206276,0.06618835103577049,0.028542814221331998,0.06618835103577049,0.06314327521638849,True,0.11650190062810487,0.30134841830164033,False,0.3053105568987433,False
math,DARE,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6556063107866361,-0.9548984007431517,-0.03932151338685332,0.0775587731736946,0.03805708562844266,0.0775587731736946,0.07117879020857618,True,0.11650190062810487,0.3085673677618313,False,0.32764624585622004,False
math,DARE,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4670663347444432,-0.922765727589692,0.5707230914990947,0.44366549824737106,0.44366549824737106,0.24327897973412627,0.23387316782817885,True,0.11650190062810487,0.6290768383195108,False,0.8606022476674777,False
math,DARE,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.840083844083441,-0.9942154855646653,-0.549515158567262,0.013094913320602168,0.0015022533800701052,0.009036902716973124,0.013094913320602168,True,0.11650190062810487,0.11300325095086937,False,0.14117953423774213,False
math,DARE,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8274496781904426,0.5313113896603078,0.9948732988245972,0.018278316510007192,0.00100150225338007,0.011238849012304474,0.018278316510007192,True,0.11650190062810487,0.00915520819310295,False,0.15725422065291964,False
math,DARE,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.49299694541348155,-0.9849337857847611,0.6245292031133024,0.3204150467652274,0.13690932311621967,0.3204150467652274,0.29403606102635227,True,0.11650190062810487,,False,0.7469134536081314,False
math,DARE,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.28560783270564494,-0.9156170662855375,0.9598899456483173,0.6421636615811374,0.4480204342273308,0.5832370283148458,0.6421636615811374,True,0.11650190062810487,,False,0.9321736380688223,False
math,Dataless L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.2705903745967751,-0.8754903801347629,0.5311696166943451,0.516864551848086,0.4656985478217326,0.516864551848086,0.5041789638153815,True,0.054896808155236704,0.798712409942473,False,0.9113369866486696,False
math,Dataless L&S,beh_js,JS Divergence,behaviour,8,0.7694973286816535,0.4510686332420977,0.9801969580343156,0.02956275886014732,0.00801201802704056,0.02556834361678575,0.02956275886014732,True,0.054896808155236704,0.4625813377352605,False,0.19488825108441069,False
math,Dataless L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.18605535990958338,-0.7693094509009633,0.5722599001639139,0.6591133475095825,0.5843765648472709,0.6591133475095825,0.628332630639121,True,0.054896808155236704,0.8938671731007947,False,0.9321736380688223,False
math,Dataless L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.6282349036157048,-0.9240605984453538,-0.03548166105554002,0.09699660226680885,0.04456685027541312,0.09530060347977486,0.09699660226680885,True,0.054896808155236704,0.6514875252061365,False,0.384641698644242,False
math,Dataless L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8874112051600482,-0.9927648513784654,-0.6446911163427678,0.004612980828848491,0.0002503755633450175,0.0032735017891857756,0.004612980828848491,True,0.054896808155236704,0.21860449756430816,False,0.12564303046995232,False
math,Dataless L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.26225823292297906,-0.7718175060169231,0.8434694228549964,0.6443292577069021,0.5092638958437656,0.5303480219706602,0.6443292577069021,True,0.054896808155236704,0.534338609167772,False,0.9321736380688223,False
math,Dataless L&S,geo_cka_mean,CKA Mean,representation,8,-0.3599583565249216,-0.7612340182193487,0.7006684520620677,0.48141167133751644,0.2658988482724086,0.3811116746938278,0.48141167133751644,True,0.054896808155236704,0.5459815756684101,False,0.8850107989952567,False
math,Dataless L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.4365381085296948,-0.42618108026617124,0.8094546600268899,0.32236303663103594,0.14621932899349024,0.27953257004723514,0.32236303663103594,True,0.054896808155236704,0.5769691986114851,False,0.7492932557036953,False
math,Dataless L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7608017260253197,-0.9675190850274099,-0.4475918542638911,0.04054958954391012,0.008512769153730596,0.02837036164724065,0.04054958954391012,True,0.054896808155236704,0.30677830252371335,False,0.23577991673003917,False
math,Dataless L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.4656755744501102,-0.8729149361948279,0.19968887546125266,0.24487566785994602,0.12318477716574862,0.24487566785994602,0.236378066020188,True,0.054896808155236704,0.7421520834990913,False,0.6531643681871413,False
math,Dataless L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.5329719330459147,-0.9117392249222493,0.5067769847755652,0.17379504580457986,0.15623435152729093,0.17379504580457986,0.1651496738672156,True,0.054896808155236704,0.5925051116408756,False,0.5484081475845736,False
math,Dataless L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6580303872083696,-0.9337078711641795,-0.15580179502188463,0.07631259145358497,0.024036054081121683,0.07608935341178098,0.07631259145358497,True,0.054896808155236704,0.3620119506464364,False,0.32637823204322497,False
math,Dataless L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.4727586088188674,-0.372160448694506,0.8129824067046977,0.24456238684556433,0.2128192288432649,0.23679914554522685,0.24456238684556433,True,0.054896808155236704,0.5572983881492825,False,0.6531643681871413,False
math,Dataless L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.5420978459136387,-0.8910942912105515,0.171426361944364,0.16514369526216022,0.09313970956434652,0.16514369526216022,0.1514595372138588,True,0.054896808155236704,0.5857732300795782,False,0.5291756179453122,False
math,Dataless L&S,qmd_raw,Quotient Dist.,weight space,8,0.8621596168563147,0.6078251415830205,0.9948846324222537,0.009399568463083752,0.0002503755633450175,0.005889195419051098,0.009399568463083752,True,0.054896808155236704,0.04506178969162707,False,0.12761950265651117,False
math,Dataless L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7485039157016846,-0.9797475781222459,-0.17377659375950633,0.03264417396209522,0.02103154732098147,0.03264417396209522,0.02723146747352496,True,0.054896808155236704,0.30134841830164005,False,0.20818666398471286,False
math,Dataless L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7485039157016845,-0.9797475781222459,-0.17377659375950594,0.03264417396209523,0.02103154732098147,0.03264417396209523,0.02723146747352496,True,0.054896808155236704,0.30134841830164033,False,0.20818666398471286,False
math,Dataless L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.729759224720935,-0.9733516212720301,-0.12176889675219292,0.0398796386468484,0.03204807210816224,0.0398796386468484,0.032638079412712975,True,0.054896808155236704,0.3085673677618313,False,0.23319449717224916,False
math,Dataless L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4891137123074132,-0.9001809458199757,0.5777792187083622,0.4887330996494742,0.4887330996494742,0.21867912172876888,0.2139579871530964,True,0.054896808155236704,0.6290768383195108,False,0.8874364177845716,False
math,Dataless L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8699823915058453,-0.9856700698871032,-0.6336176974802075,0.007911510131197143,0.000500751126690035,0.004972856145770975,0.007911510131197143,True,0.054896808155236704,0.11300325095086937,False,0.12761950265651117,False
math,Dataless L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8593511733141597,0.6017266803036886,0.9969957977235527,0.0062427143668210994,0.000500751126690035,0.0062427143668210994,0.005084199300612584,True,0.054896808155236704,0.00915520819310295,False,0.12761950265651117,False
math,Dataless L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.40656706218405664,-0.9732929422107115,0.6933086883494503,0.4237515190379278,0.2227330779054917,0.4237515190379278,0.3564493758668516,True,0.054896808155236704,,False,0.8484541484040733,False
math,Dataless L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.19175406968336559,-0.9603025703497303,0.8991766243601822,0.782246879334258,0.6559386973180077,0.7158942579220078,0.782246879334258,True,0.054896808155236704,,False,0.9724629322223064,False
math,Fisher Merging,beh_entropy_gap,Entropy Gap,behaviour,8,-0.24831308083900305,-0.8334822771140868,0.43639326896354197,0.553197492395954,0.42163244867300953,0.553197492395954,0.542546067805858,True,0.03804999231221109,0.798712409942473,False,0.926314610313212,False
math,Fisher Merging,beh_js,JS Divergence,behaviour,8,0.6702321858706923,0.19012864572826713,0.9826232375287027,0.0714764018749535,0.018527791687531298,0.06894191290630892,0.0714764018749535,True,0.03804999231221109,0.4625813377352605,False,0.3149796046117105,False
math,Fisher Merging,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.19288989524555297,-0.7490372229753562,0.6121528076889928,0.6472022632619449,0.5988983475212819,0.6472022632619449,0.6194042806478014,True,0.03804999231221109,0.8938671731007947,False,0.9321736380688223,False
math,Fisher Merging,beh_rank_corr,Rank Corr.,behaviour,8,-0.5230856847021699,-0.8948709088764121,0.06253026974992275,0.1834361023183283,0.07361041562343515,0.1834361023183283,0.16137992609310284,True,0.03804999231221109,0.6514875252061365,False,0.5633720056364089,False
math,Fisher Merging,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7916136672673822,-0.9704088959978373,-0.3576340990617257,0.02075841372981821,0.010015022533800702,0.01923450676079122,0.02075841372981821,True,0.03804999231221109,0.21860449756430816,False,0.15996627067781058,False
math,Fisher Merging,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.11570649053568803,-0.6733833494939776,0.8854526406584051,0.8544182931970933,0.757135703555333,0.7849789000589862,0.8544182931970933,True,0.03804999231221109,0.534338609167772,False,0.9909017986045702,False
math,Fisher Merging,geo_cka_mean,CKA Mean,representation,8,-0.20211639074668267,-0.6781909713662913,0.5716290354731024,0.6911782941891322,0.35953930896344516,0.6312261121676852,0.6911782941891322,True,0.03804999231221109,0.5459815756684101,False,0.941985855715674,False
math,Fisher Merging,geo_procrustes_mean,Procrustes Mean,representation,8,0.28368665865877163,-0.4203977346962448,0.7556205315956871,0.5481510875226309,0.19829744616925388,0.49593671583774374,0.5481510875226309,True,0.03804999231221109,0.5769691986114851,False,0.926314610313212,False
math,Fisher Merging,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6158224829280545,-0.9522656314176225,-0.1547731751544511,0.11316683613997669,0.02754131196795193,0.10404837150292673,0.11316683613997669,True,0.03804999231221109,0.30677830252371335,False,0.415346366683957,False
math,Fisher Merging,geo_svcca_mean,SVCCA Mean,representation,8,-0.43647595040758314,-0.8461783860828992,0.1056574168188385,0.27960893457555436,0.08913370055082624,0.27960893457555436,0.26353513057711864,True,0.03804999231221109,0.7421520834990913,False,0.7075678417743246,False
math,Fisher Merging,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.4651427141751261,-0.8724662183692837,0.47458957567800414,0.24548883016888692,0.21582373560340512,0.24548883016888692,0.2342203814389524,True,0.03804999231221109,0.5925051116408756,False,0.6531643681871413,False
math,Fisher Merging,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5808347743682353,-0.9383398290698787,0.003413510073766637,0.1371493762555492,0.05157736604907361,0.13108836688482756,0.1371493762555492,True,0.03804999231221109,0.3620119506464364,False,0.46388759615847525,False
math,Fisher Merging,grad_l2,Grad. L2 Dist.,gradient,8,0.47047452687605523,-0.5017310699767453,0.8466014230348322,0.2504898192009127,0.23335002503755634,0.23938855342302723,0.2504898192009127,True,0.03804999231221109,0.5572983881492825,False,0.6613698032473077,False
math,Fisher Merging,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.506933221208662,-0.8970128236605234,0.31395275258095867,0.19978656804675995,0.13820731096644967,0.19978656804675995,0.19220753453535377,True,0.03804999231221109,0.5857732300795782,False,0.5923170469990701,False
math,Fisher Merging,qmd_raw,Quotient Dist.,weight space,8,0.7438866791395765,0.359642661829527,0.9812606467643478,0.05044517745095608,0.007010515773660491,0.03434466216285241,0.05044517745095608,True,0.03804999231221109,0.04506178969162707,False,0.27018613768835,False
math,Fisher Merging,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6380113123396083,-0.9915594426404971,0.013715735547970145,0.08872003989795058,0.05608412618928393,0.08872003989795058,0.08836586394186652,True,0.03804999231221109,0.30134841830164005,False,0.3629456177643434,False
math,Fisher Merging,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6380113123396082,-0.9915594426404971,0.013715735547970405,0.08872003989795062,0.05608412618928393,0.08872003989795062,0.08836586394186652,True,0.03804999231221109,0.30134841830164033,False,0.3629456177643434,False
math,Fisher Merging,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6251168205510697,-0.9894350106911056,0.04286607718406269,0.09828625282111059,0.06459689534301452,0.09745667656850412,0.09828625282111059,True,0.03804999231221109,0.3085673677618313,False,0.3853267866282176,False
math,Fisher Merging,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.45739001611388086,-0.9535832220275998,0.3884897848795613,0.4171256885327992,0.4171256885327992,0.2544974562402098,0.25949257210882665,True,0.03804999231221109,0.6290768383195108,False,0.8415693716012614,False
math,Fisher Merging,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7402380233517043,-0.9704728711124251,-0.3585586072955558,0.04640261898266412,0.008512769153730596,0.03572598165797798,0.04640261898266412,True,0.03804999231221109,0.11300325095086937,False,0.2554612268460498,False
math,Fisher Merging,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7512423955923802,0.36569787758219247,0.9825622738213694,0.04746906078718286,0.006509764646970456,0.031660510544699406,0.04746906078718286,True,0.03804999231221109,0.00915520819310295,False,0.2572276330614359,False
math,Fisher Merging,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.4572598698910215,-0.9487910285678359,0.501468630375877,0.39528432732316227,0.14916985951468711,0.36191364831587036,0.39528432732316227,True,0.03804999231221109,,False,0.8248372556037761,False
math,Fisher Merging,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.247831797752792,-0.9451710008783688,0.8841287671452048,0.6796116504854369,0.5123882503192848,0.6358632922255539,0.6796116504854369,True,0.03804999231221109,,False,0.941985855715674,False
math,L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.23240616702447917,-0.8692484283094092,0.5779688571208462,0.5796752661858917,0.528793189784677,0.5796752661858917,0.5638997048684309,True,0.039488131579823074,0.798712409942473,False,0.926314610313212,False
math,L&S,beh_js,JS Divergence,behaviour,8,0.7450368340912722,0.407738913546813,0.9854385020792343,0.03573820093747675,0.008512769153730596,0.033916120884384914,0.03573820093747675,True,0.039488131579823074,0.4625813377352605,False,0.21758257629581432,False
math,L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.20833470418366695,-0.775355607464382,0.5405400162395351,0.6205282826847239,0.5373059589384076,0.6205282826847239,0.5926688326182387,True,0.039488131579823074,0.8938671731007947,False,0.9321736380688223,False
math,L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.6166425154948226,-0.9349971801122964,-0.030058394847568174,0.10480890850921357,0.04656985478217326,0.10345684194805163,0.10480890850921357,True,0.039488131579823074,0.6514875252061365,False,0.4002849457824208,False
math,L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8690590921753483,-0.9962472336652344,-0.5984115190797263,0.006448252771508643,0.0002503755633450175,0.005075868340781,0.006448252771508643,True,0.039488131579823074,0.21860449756430816,False,0.12761950265651117,False
math,L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.285132541724382,-0.7574807516758998,0.8611295842940278,0.6016219835817564,0.5022533800701051,0.49364653168750716,0.6016219835817564,True,0.039488131579823074,0.534338609167772,False,0.9321736380688223,False
math,L&S,geo_cka_mean,CKA Mean,representation,8,-0.3758101914758705,-0.7711837180581399,0.6753867285445816,0.4459462810942189,0.2784176264396595,0.3588909475159976,0.4459462810942189,True,0.039488131579823074,0.5459815756684101,False,0.8606022476674777,False
math,L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.44575531456940304,-0.41882727569534417,0.8090188368777913,0.30244785595595347,0.14621932899349024,0.2683224920531095,0.30244785595595347,True,0.039488131579823074,0.5769691986114851,False,0.7292982536078205,False
math,L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7367502608072133,-0.9672034558028143,-0.37551265971403525,0.047072245232013095,0.010015022533800702,0.037077619052045735,0.047072245232013095,True,0.039488131579823074,0.30677830252371335,False,0.2564198621849134,False
math,L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.4279431710316599,-0.8404190191253506,0.2649215887965281,0.29018873738872697,0.16374561842764146,0.29018873738872697,0.2801269809776543,True,0.039488131579823074,0.7421520834990913,False,0.7185295291802211,False
math,L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.49686916860555247,-0.8935547079418934,0.5362142548767648,0.2103470732664667,0.16474712068102154,0.2103470732664667,0.2034175739688996,True,0.039488131579823074,0.5925051116408756,False,0.6064323700022091,False
math,L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6097665935625859,-0.9179605564145613,-0.10557330696139339,0.10870266114431686,0.03204807210816224,0.10847650905848431,0.10870266114431686,True,0.039488131579823074,0.3620119506464364,False,0.4076349792911882,False
math,L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.43887725636126845,-0.3581441982753742,0.7954775838397952,0.3127650603903673,0.19479218828242365,0.27666625336971384,0.3127650603903673,True,0.039488131579823074,0.5572983881492825,False,0.7390681221553199,False
math,L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.5075060077983505,-0.8872450681228183,0.17425759681379735,0.19919411490861846,0.09514271407110667,0.19919411490861846,0.19133950050841994,True,0.039488131579823074,0.5857732300795782,False,0.5923170469990701,False
math,L&S,qmd_raw,Quotient Dist.,weight space,8,0.8296059723688787,0.5226776765373142,0.995200960750861,0.02547059844745914,0.0015022533800701052,0.010841379915506618,0.02547059844745914,True,0.039488131579823074,0.04506178969162707,False,0.17812209049405547,False
math,L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6990849804917131,-0.9718924484049566,-0.09632131794908871,0.05367111490836718,0.03405107661492238,0.05367111490836718,0.050395575506559855,True,0.039488131579823074,0.30134841830164005,False,0.2766122760370416,False
math,L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6990849804917131,-0.9718924484049567,-0.09632131794908813,0.05367111490836718,0.03405107661492238,0.05367111490836718,0.050395575506559855,True,0.039488131579823074,0.30134841830164033,False,0.2766122760370416,False
math,L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6806350891290295,-0.9646734548649143,-0.03522605485635901,0.06317388869698351,0.04456685027541312,0.06317388869698351,0.05676942536147417,True,0.039488131579823074,0.3085673677618313,False,0.29856152877341524,False
math,L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.46689535975968793,-0.9059580905946556,0.6056587485759287,0.5067601402103155,0.5067601402103155,0.24347498528075917,0.24845613948066764,True,0.039488131579823074,0.6290768383195108,False,0.9027482704262935,False
math,L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8332221556649856,-0.9828738992382267,-0.5234771848451687,0.020014384563874905,0.0015022533800701052,0.010195014453706349,0.020014384563874905,True,0.039488131579823074,0.11300325095086937,False,0.15725422065291964,False
math,L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8235225544193346,0.4980308796957168,0.998440941989735,0.02827310830584559,0.000500751126690035,0.011986165188795889,0.02827310830584559,True,0.039488131579823074,0.00915520819310295,False,0.19125926206895547,False
math,L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.38816029786177364,-0.964666802782938,0.682143417536539,0.4470013019857604,0.259514687100894,0.4470013019857604,0.3564493758668516,True,0.039488131579823074,,False,0.8606022476674777,False
math,L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.17247787717145938,-0.9395813219927202,0.8753454143525682,0.7864077669902912,0.778544061302682,0.7438486734917482,0.7864077669902912,True,0.039488131579823074,,False,0.9724629322223064,False
math,Model soup,beh_entropy_gap,Entropy Gap,behaviour,8,-0.18445947919593217,-0.8745077887035757,0.5745837904870986,0.6619037555497381,0.5963945918878317,0.6619037555497381,0.6455941072890057,True,0.029289013146597476,0.798712409942473,False,0.9324364539586897,False
math,Model soup,beh_js,JS Divergence,behaviour,8,0.7173422348514431,0.3959535088338735,0.9755644610371965,0.04694824037102254,0.007511266900350526,0.04516560851735901,0.04694824037102254,True,0.029289013146597476,0.4625813377352605,False,0.2564198621849134,False
math,Model soup,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.24316218523183294,-0.7886801054058739,0.5298323215151904,0.5617241787320035,0.47220831246870304,0.5617241787320035,0.5403387812802262,True,0.029289013146597476,0.8938671731007947,False,0.926314610313212,False
math,Model soup,beh_rank_corr,Rank Corr.,behaviour,8,-0.6078376326014406,-0.934136951683819,-0.12502920176903165,0.10990910277855838,0.030045067601402103,0.10990910277855838,0.10165918504005357,True,0.029289013146597476,0.6514875252061365,False,0.4091939617834817,False
math,Model soup,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8252903014447492,-0.9857375713242204,-0.5563961749417139,0.012375685126856972,0.0002503755633450175,0.011646004523812068,0.012375685126856972,True,0.029289013146597476,0.21860449756430816,False,0.1348298326978628,False
math,Model soup,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.2576385046103577,-0.7344573326636815,0.8518607301466294,0.6041764837181618,0.4471707561342013,0.5378789037223065,0.6041764837181618,True,0.029289013146597476,0.534338609167772,False,0.9321736380688223,False
math,Model soup,geo_cka_mean,CKA Mean,representation,8,-0.33182619082256093,-0.7451804946175168,0.506993989062279,0.48076684606036557,0.23635453179769655,0.42198841114810287,0.48076684606036557,True,0.029289013146597476,0.5459815756684101,False,0.8850107989952567,False
math,Model soup,geo_procrustes_mean,Procrustes Mean,representation,8,0.4056138385210083,-0.23434255028730297,0.7875691804858187,0.3418814017509486,0.1156735102653981,0.3187727150187833,0.3418814017509486,True,0.029289013146597476,0.5769691986114851,False,0.7758555426401161,False
math,Model soup,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.6957399355712464,-0.952481015722966,-0.3633645780977242,0.05959673619205873,0.010515773660490736,0.055325670994697665,0.05959673619205873,True,0.029289013146597476,0.30677830252371335,False,0.2923347012264492,False
math,Model soup,geo_svcca_mean,SVCCA Mean,representation,8,-0.3972227979201698,-0.8312372815830312,0.2537054130263343,0.3298439425765564,0.16524787180771155,0.3298439425765564,0.321246992882121,True,0.029289013146597476,0.7421520834990913,False,0.7586410679260798,False
math,Model soup,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.4765841885942972,-0.8857872452142405,0.45040576748927924,0.2324943694232798,0.1542313470205308,0.2324943694232798,0.22387837603234048,True,0.029289013146597476,0.5925051116408756,False,0.6382802980188186,False
math,Model soup,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5987309101450015,-0.9207191302233441,-0.12838101332422786,0.11941668113390044,0.02754131196795193,0.11681698045833014,0.11941668113390044,True,0.029289013146597476,0.3620119506464364,False,0.42621275632999656,False
math,Model soup,grad_l2,Grad. L2 Dist.,gradient,8,0.44273768177397893,-0.28833972131741825,0.8029890594138192,0.2719676328485699,0.17075613420130195,0.2719676328485699,0.26852012598893876,True,0.029289013146597476,0.5572983881492825,False,0.6984776674895034,False
math,Model soup,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4983137788467814,-0.9011050082685601,0.12914621407081586,0.2088136833159303,0.085628442663996,0.2088136833159303,0.2051288410505692,True,0.029289013146597476,0.5857732300795782,False,0.6041537610397233,False
math,Model soup,qmd_raw,Quotient Dist.,weight space,8,0.7922040096194595,0.4883826791968616,0.9829423750824228,0.029091540388383224,0.00400600901352028,0.019080604689332023,0.029091540388383224,True,0.029289013146597476,0.04506178969162707,False,0.19432754071651917,False
math,Model soup,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.59645722448415,-0.9746895576299113,0.03159648350288227,0.11976389474467398,0.05808713069604406,0.11857892967777485,0.11976389474467398,True,0.029289013146597476,0.30134841830164005,False,0.42621275632999656,False
math,Model soup,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.5964572244841498,-0.9746895576299113,0.03159648350288279,0.11976389474467398,0.05808713069604406,0.11857892967777489,0.11976389474467398,True,0.029289013146597476,0.30134841830164033,False,0.42621275632999656,False
math,Model soup,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.5785187712681968,-0.9670132182506047,0.06879053854433959,0.1358845266734456,0.06459689534301452,0.13300281526232277,0.1358845266734456,True,0.029289013146597476,0.3085673677618313,False,0.4626331746941323,False
math,Model soup,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.36393303264016835,-0.9057681572499049,0.5340856964326413,0.5363044566850276,0.5363044566850276,0.3754838965664168,0.4012053272488282,True,0.029289013146597476,0.6290768383195108,False,0.9189985309089461,False
math,Model soup,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7732126761100379,-0.9792630051647575,-0.4539798587543497,0.033307705662061954,0.004506760140210316,0.024425622877454284,0.033307705662061954,True,0.029289013146597476,0.11300325095086937,False,0.21020411805020808,False
math,Model soup,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7873661049166805,0.4692201642635987,0.9795597696895201,0.03385332705042038,0.0030045067601402104,0.02036470198721903,0.03385332705042038,True,0.029289013146597476,0.00915520819310295,False,0.21057807501982218,False
math,Model soup,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.41552314485660474,-0.9622582850188246,0.5533909878673071,0.4125872885870325,0.21966794380587484,0.4125872885870325,0.3564493758668516,True,0.029289013146597476,,False,0.8398800774280597,False
math,Model soup,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.20401919724012343,-0.9633195948058416,0.8721682417526697,0.7614424410540915,0.6651340996168582,0.6982172346198992,0.7614424410540915,True,0.029289013146597476,,False,0.9664754933389061,False
math,RegMean,beh_entropy_gap,Entropy Gap,behaviour,8,-0.2676630870077321,-0.8774407257395996,0.5380874915667858,0.5215869243238351,0.4646970455683525,0.5215869243238351,0.5112720418640411,True,0.2798225376995737,0.798712409942473,False,0.9136635588267397,False
math,RegMean,beh_js,JS Divergence,behaviour,8,0.5008309327252622,-0.19840670750735973,0.9488786769944152,0.20615584676424134,0.1071607411116675,0.20615584676424134,0.19679571439200416,True,0.2798225376995737,0.4625813377352605,False,0.6010459194394079,False
math,RegMean,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,0.007682714816846377,-0.6110730840248852,0.7371346775809445,0.9833833486272662,0.9659489233850777,0.9667593785877014,0.9833833486272662,True,0.2798225376995737,0.8938671731007947,False,0.9991243645111704,False
math,RegMean,beh_rank_corr,Rank Corr.,behaviour,8,-0.3675233286056436,-0.8606450307712799,0.36458107659804406,0.3704325152614109,0.242864296444667,0.3704325152614109,0.3578036259021354,True,0.2798225376995737,0.6514875252061365,False,0.8069323864665306,False
math,RegMean,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7047254572196512,-0.9838162129191639,0.07649152964748934,0.06459689534301452,0.06459689534301452,0.05094903514943962,0.05954713424766251,True,0.2798225376995737,0.21860449756430816,False,0.3038990303637274,False
math,RegMean,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.2373980423808343,-0.7036227347860842,0.9759691276587503,0.6813075072542844,0.5913870806209314,0.5713199595108914,0.6813075072542844,True,0.2798225376995737,0.534338609167772,False,0.941985855715674,False
math,RegMean,geo_cka_mean,CKA Mean,representation,8,-0.3006091218471218,-0.7469371651966927,0.7693002441328985,0.5621636368145632,0.5167751627441162,0.4693933541690684,0.5621636368145632,True,0.2798225376995737,0.5459815756684101,False,0.926314610313212,False
math,RegMean,geo_procrustes_mean,Procrustes Mean,representation,8,0.3333476908731055,-0.6365896873184355,0.7960900613581684,0.4760546613427246,0.38607911867801703,0.4197318162190067,0.4760546613427246,True,0.2798225376995737,0.5769691986114851,False,0.884825743992694,False
math,RegMean,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.5545802011045092,-0.9546220250146625,0.10236632174770804,0.15592371220951862,0.08062093139709564,0.15369771989142456,0.15592371220951862,True,0.2798225376995737,0.30677830252371335,False,0.507487553889471,False
math,RegMean,geo_svcca_mean,SVCCA Mean,representation,8,-0.46823964020216713,-0.8746220217970747,0.21690595719079367,0.2419360641459488,0.12368552829243866,0.2419360641459488,0.23072344435901887,True,0.2798225376995737,0.7421520834990913,False,0.6531643681871413,False
math,RegMean,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.21935763833369415,-0.7650774111974442,0.6871927558721873,0.6336896406339129,0.40811216825237856,0.6017077233851786,0.6336896406339129,True,0.2798225376995737,0.5925051116408756,False,0.9321736380688223,False
math,RegMean,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.33998605031351425,-0.8485133235579942,0.32311947200909263,0.4099466298197553,0.2128192288432649,0.4099466298197553,0.40462786141216733,True,0.2798225376995737,0.3620119506464364,False,0.8385271973585904,False
math,RegMean,grad_l2,Grad. L2 Dist.,gradient,8,0.13101618242577295,-0.5890652335813256,0.6162413359657046,0.8496069045906599,0.6054081121682524,0.7571413369810203,0.8496069045906599,True,0.2798225376995737,0.5572983881492825,False,0.9891932399811311,False
math,RegMean,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.20299294416233882,-0.7766615598805912,0.47628592518981555,0.6875573522482081,0.44667000500751125,0.629714671501925,0.6875573522482081,True,0.2798225376995737,0.5857732300795782,False,0.941985855715674,False
math,RegMean,qmd_raw,Quotient Dist.,weight space,8,0.6650958196472734,0.06524737043189618,0.9836336381142822,0.08633218422162149,0.04456685027541312,0.0719001380836803,0.08633218422162149,True,0.2798225376995737,0.04506178969162707,False,0.3588506452585472,False
math,RegMean,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.5873020345642935,-0.9382410850632248,0.35295870415376956,0.16174261392088132,0.16174261392088132,0.1258243962604769,0.12725378834850326,True,0.2798225376995737,0.30134841830164005,False,0.5198869733171185,False
math,RegMean,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.5873020345642935,-0.9382410850632248,0.35295870415377006,0.16174261392088132,0.16174261392088132,0.1258243962604769,0.12725378834850326,True,0.2798225376995737,0.30134841830164033,False,0.5198869733171185,False
math,RegMean,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.5750506359278884,-0.928123298252526,0.4032708564152903,0.20230345518277415,0.20230345518277415,0.13589859025923506,0.13692616750576622,True,0.2798225376995737,0.3085673677618313,False,0.5948411253243502,False
math,RegMean,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5633693205375274,-0.9443225002016254,0.5157603396195283,0.4246369554331497,0.4246369554331497,0.14590747780334679,0.11639096252573101,True,0.2798225376995737,0.6290768383195108,False,0.8484541484040733,False
math,RegMean,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7092711637014152,-0.9849584140886708,-0.10040317633639162,0.06966593090449145,0.03905858788182273,0.04881691300736197,0.06966593090449145,True,0.2798225376995737,0.11300325095086937,False,0.3121395605460981,False
math,RegMean,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.6665195410336124,0.019967476879876878,0.9798819217220638,0.0922348156047717,0.04757135703555333,0.0710728265348626,0.0922348156047717,True,0.2798225376995737,0.00915520819310295,False,0.37355535758407693,False
math,RegMean,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5428973290278094,-0.9602404092381895,0.2305359153238576,0.26566010989329664,0.06896551724137931,0.26566010989329664,0.1955617198335645,True,0.2798225376995737,,False,0.6886780821502201,False
math,RegMean,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.3427269376573879,-0.9164029655997306,0.8928815083719134,0.5395284327323162,0.3070242656449553,0.5060382470987025,0.5395284327323162,True,0.2798225376995737,,False,0.9214718281814311,False
math,TIES,beh_entropy_gap,Entropy Gap,behaviour,8,-0.24220203252115025,-0.893279968774086,0.5426700823382525,0.5633186549558106,0.4972458688032048,0.5633186549558106,0.55065598571464,True,0.06912757413323795,0.798712409942473,False,0.926314610313212,False
math,TIES,beh_js,JS Divergence,behaviour,8,0.7335552223200197,0.4059485240149386,0.9778300050592704,0.0434265023188909,0.00801201802704056,0.03834278042824348,0.0434265023188909,True,0.06912757413323795,0.4625813377352605,False,0.24164747258092517,False
math,TIES,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.15804024848774992,-0.7638525587609026,0.5876758150074345,0.7085717211745058,0.6559839759639459,0.7085717211745058,0.6577217826938816,True,0.06912757413323795,0.8938671731007947,False,0.9440777118422046,False
math,TIES,beh_rank_corr,Rank Corr.,behaviour,8,-0.6026994397969179,-0.9369509117018813,-0.050512023337337196,0.11606854988715558,0.045067601402103155,0.11377732145338597,0.11606854988715558,True,0.06912757413323795,0.6514875252061365,False,0.42102555315273255,False
math,TIES,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8610786924761483,-0.9856870999640392,-0.5987677967880953,0.006795466382282185,0.0002503755633450175,0.006023698361294635,0.006795466382282185,True,0.06912757413323795,0.21860449756430816,False,0.12761950265651117,False
math,TIES,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.27950277815010954,-0.7497065616139021,0.8690814518710358,0.6128072220431041,0.5042563845768653,0.5025866884478853,0.6128072220431041,True,0.06912757413323795,0.534338609167772,False,0.9321736380688223,False
math,TIES,geo_cka_mean,CKA Mean,representation,8,-0.3642291798575989,-0.7514836448855068,0.6542763426687433,0.44944321817415245,0.2899349023535303,0.37506607315800156,0.44944321817415245,True,0.06912757413323795,0.5459815756684101,False,0.8614328348337922,False
math,TIES,geo_procrustes_mean,Procrustes Mean,representation,8,0.43493273348749556,-0.3604098272197477,0.8023588393256376,0.3242727114902904,0.14221331997996994,0.28150813841784045,0.3242727114902904,True,0.06912757413323795,0.5769691986114851,False,0.7501903347075463,False
math,TIES,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7430292468355528,-0.9686822387822589,-0.40754068112828035,0.05064358522854096,0.008512769153730596,0.03466628088890931,0.05064358522854096,True,0.06912757413323795,0.30677830252371335,False,0.27018613768835,False
math,TIES,geo_svcca_mean,SVCCA Mean,representation,8,-0.4652678896853533,-0.860043890528695,0.19862208513199947,0.24534472094116452,0.11367050575863796,0.24534472094116452,0.23238510949629226,True,0.06912757413323795,0.7421520834990913,False,0.6531643681871413,False
math,TIES,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.48780324122449154,-0.8855999018632029,0.4817239650419516,0.22010362642538947,0.13720580871306962,0.22010362642538947,0.2070633168820218,True,0.06912757413323795,0.5925051116408756,False,0.6190414493214079,False
math,TIES,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6238203704853882,-0.9175077108436352,-0.15352871533107795,0.09984871406959153,0.02503755633450175,0.09836130927318329,0.09984871406959153,True,0.06912757413323795,0.3620119506464364,False,0.3885090942181475,False
math,TIES,grad_l2,Grad. L2 Dist.,gradient,8,0.41082815681598156,-0.3647489844812611,0.777351697520625,0.35056174202028717,0.21331997996995494,0.31198289711440846,0.35056174202028717,True,0.06912757413323795,0.5572983881492825,False,0.7870529349045493,False
math,TIES,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.4839030814327928,-0.8760259494028572,0.18276755319762547,0.22437147740734636,0.10065097646469705,0.22437147740734636,0.21700850673346395,True,0.06912757413323795,0.5857732300795782,False,0.6234196444843801,False
math,TIES,qmd_raw,Quotient Dist.,weight space,8,0.8429885557321722,0.570312791177339,0.9981356772902228,0.011805262766300438,0.0015022533800701052,0.008573100289936613,0.011805262766300438,True,0.06912757413323795,0.04506178969162707,False,0.1323261487976646,False
math,TIES,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6887862907418488,-0.9716356440116171,-0.1122158281849892,0.058861687741283704,0.02904356534802203,0.058861687741283704,0.05577738647354976,True,0.06912757413323795,0.30134841830164005,False,0.2923347012264492,False
math,TIES,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.688786290741849,-0.9716356440116171,-0.11221582818498861,0.0588616877412835,0.02904356534802203,0.0588616877412835,0.05577738647354976,True,0.06912757413323795,0.30134841830164033,False,0.2923347012264492,False
math,TIES,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6705053166127634,-0.9664640041581684,-0.06375848988946084,0.06878665514208626,0.03605408112168253,0.06878665514208626,0.062151236328464074,True,0.06912757413323795,0.3085673677618313,False,0.3108916509696912,False
math,TIES,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.45961946457863206,-0.9158001509979814,0.5754348122838777,0.47220831246870304,0.47220831246870304,0.2518900811931533,0.24711688698196968,True,0.06912757413323795,0.6290768383195108,False,0.884825743992694,False
math,TIES,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8486659740393315,-0.9921461331848014,-0.5894546202687586,0.011334044294536346,0.0015022533800701052,0.007710951037454233,0.011334044294536346,True,0.06912757413323795,0.11300325095086937,False,0.1323261487976646,False
math,TIES,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8411729653275603,0.574152170143446,0.9961098283004856,0.010937228739366584,0.00100150225338007,0.008861178062384725,0.010937228739366584,True,0.06912757413323795,0.00915520819310295,False,0.1323261487976646,False
math,TIES,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.45297770843607177,-0.9805454142537576,0.6896507688537724,0.36700641453907185,0.19974457215836527,0.36700641453907185,0.3509015256588072,True,0.06912757413323795,,False,0.8030690043296815,False
math,TIES,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.24079380663184102,-0.9276120491065963,0.9153114246829224,0.7420249653259362,0.5139208173690932,0.6457901020409054,0.7420249653259362,True,0.06912757413323795,,False,0.9579107467170905,False
math,Task arithmetic,beh_entropy_gap,Entropy Gap,behaviour,8,-0.17853065545130853,-0.882339159002086,0.5790911796750374,0.6722999354845944,0.628943415122684,0.6722999354845944,0.6532824086704199,True,0.025065290929978425,0.798712409942473,False,0.9400921755482075,False
math,Task arithmetic,beh_js,JS Divergence,behaviour,8,0.7595800352877687,0.40634662505188146,0.9862764305387199,0.031745244413581016,0.009013520280420632,0.0287785061202975,0.031745244413581016,True,0.025065290929978425,0.4625813377352605,False,0.20535204980035218,False
math,Task arithmetic,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.1932254801518987,-0.8246477905052984,0.5750263205618488,0.6466190712759476,0.6029043565348022,0.6466190712759476,0.6014235758041715,True,0.025065290929978425,0.8938671731007947,False,0.9321736380688223,False
math,Task arithmetic,beh_rank_corr,Rank Corr.,behaviour,8,-0.6382248899797218,-0.9554021634823429,-0.022470969463360604,0.099055082959252,0.04707060590886329,0.0885793116770969,0.099055082959252,True,0.025065290929978425,0.6514875252061365,False,0.3868755126899088,False
math,Task arithmetic,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8758332572225874,-0.9864495639252453,-0.6179667660383062,0.005183403189405024,0.0002503755633450175,0.004351203092011041,0.005183403189405024,True,0.025065290929978425,0.21860449756430816,False,0.12761950265651117,False
math,Task arithmetic,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.32595171237170734,-0.7822795273699966,0.8716733325644078,0.5129089060291163,0.5027541311967952,0.43074902673993665,0.5129089060291163,True,0.025065290929978425,0.534338609167772,False,0.9090080783221497,False
math,Task arithmetic,geo_cka_mean,CKA Mean,representation,8,-0.41337576304625717,-0.7843173878157699,0.6418714718751667,0.3651695146449741,0.26339509263895844,0.30869082472540993,0.3651695146449741,True,0.025065290929978425,0.5459815756684101,False,0.802671167768602,False
math,Task arithmetic,geo_procrustes_mean,Procrustes Mean,representation,8,0.48408796902720624,-0.3679870028833291,0.8333672086836914,0.22416820372194807,0.1342013019529294,0.22416820372194807,0.20780734604796508,True,0.025065290929978425,0.5769691986114851,False,0.6234196444843801,False
math,Task arithmetic,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.7669771941086726,-0.9748587277397477,-0.4069856864098409,0.03501897274373155,0.008512769153730596,0.02636193221184478,0.03501897274373155,True,0.025065290929978425,0.30677830252371335,False,0.21467111910469253,False
math,Task arithmetic,geo_svcca_mean,SVCCA Mean,representation,8,-0.4162884437325545,-0.8499823866979328,0.253849976626057,0.3049474396038518,0.14672008012018026,0.3049474396038518,0.2947347536023412,True,0.025065290929978425,0.7421520834990913,False,0.7322983758468367,False
math,Task arithmetic,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.5316557294247141,-0.8864678994209996,0.4479079983031931,0.17506248990124443,0.12769153730595895,0.17506248990124443,0.15044269735373628,True,0.025065290929978425,0.5925051116408756,False,0.5490596274175393,False
math,Task arithmetic,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.6489254747974648,-0.9215130599500854,-0.1598107158476609,0.08258723741970685,0.02553830746119179,0.08169390389461754,0.08258723741970685,True,0.025065290929978425,0.3620119506464364,False,0.3446685110056314,False
math,Task arithmetic,grad_l2,Grad. L2 Dist.,gradient,8,0.432292142546876,-0.3781620542655327,0.796073385734639,0.3151459537213859,0.19629444166249374,0.28477246050068394,0.3151459537213859,True,0.025065290929978425,0.5572983881492825,False,0.7429978635572537,False
math,Task arithmetic,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.5125828025028828,-0.8808221773075836,0.170969266145774,0.193983571657176,0.08813219829744617,0.193983571657176,0.1783685920488083,True,0.025065290929978425,0.5857732300795782,False,0.5870555458046116,False
math,Task arithmetic,qmd_raw,Quotient Dist.,weight space,8,0.8447417824986246,0.5778575571502063,0.9991550961086676,0.009374767490885642,0.0015022533800701052,0.008300641809441145,0.009374767490885642,True,0.025065290929978425,0.04506178969162707,False,0.12761950265651117,False
math,Task arithmetic,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.674271499479335,-0.9753323948599907,-0.08328963534399444,0.06666684624069151,0.033049574361542315,0.06666684624069151,0.0636640956325488,True,0.025065290929978425,0.30134841830164005,False,0.3053105568987433,False
math,Task arithmetic,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6742714994793348,-0.9753323948599906,-0.08328963534399411,0.06666684624069177,0.033049574361542315,0.06666684624069177,0.0636640956325488,True,0.025065290929978425,0.30134841830164033,False,0.3053105568987433,False
math,Task arithmetic,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6558049055884857,-0.9717423659500536,-0.028766635899266025,0.0774377704104145,0.04456685027541312,0.0774377704104145,0.07162520770814215,True,0.025065290929978425,0.3085673677618313,False,0.32764624585622004,False
math,Task arithmetic,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4377569088113771,-0.9170433736695751,0.6351978967901154,0.4987481221832749,0.4987481221832749,0.278037279368487,0.2846903598621066,True,0.025065290929978425,0.6290768383195108,False,0.8961880320480721,False
math,Task arithmetic,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8469372032791341,-0.9907007470215922,-0.5922172767679817,0.009349966518687533,0.00200300450676014,0.007967324314053538,0.009349966518687533,True,0.025065290929978425,0.11300325095086937,False,0.12761950265651117,False
math,Task arithmetic,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8408846873446003,0.5701245406605188,0.9933220898613548,0.008907476972096099,0.0015022533800701052,0.008907476972096099,0.00746509263163116,True,0.025065290929978425,0.00915520819310295,False,0.12761950265651117,False
math,Task arithmetic,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.3995822687300205,-0.9941032146262094,0.9096147149458433,0.4521497919556172,0.20791826309067687,0.43252644606308305,0.4521497919556172,True,0.025065290929978425,,False,0.8637889767467123,False
math,Task arithmetic,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.18228531797862313,-0.9975321966290492,0.9283486531452925,0.8016643550624133,0.626309067688378,0.7296005055753321,0.8016643550624133,True,0.025065290929978425,,False,0.9788788357505956,False
multilingual,Consensus TA,beh_entropy_gap,Entropy Gap,behaviour,8,0.08109456348217095,-0.6613246468212349,0.7879371128517585,0.8486130088555109,0.7951927891837757,0.8486130088555109,0.8339822921058505,True,0.5060571560765952,0.798712409942473,False,0.9891932399811311,False
multilingual,Consensus TA,beh_js,JS Divergence,behaviour,8,0.9602261733840441,0.7589113699506175,0.9933463549235539,0.0002503755633450175,0.0002503755633450175,0.00015264620927371496,9.920388879244067e-05,True,0.5060571560765952,0.4625813377352605,False,0.05182774161241862,False
multilingual,Consensus TA,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5903546511490105,-0.9548604713103276,0.08472385500622757,0.1314947545943801,0.08813219829744617,0.12338167511162121,0.1314947545943801,True,0.5060571560765952,0.8938671731007947,False,0.4521497375587489,False
multilingual,Consensus TA,beh_rank_corr,Rank Corr.,behaviour,8,-0.9399059559571965,-0.9972158144758344,-0.7924044919397695,0.001041640832320627,0.0002503755633450175,0.0005183843536901134,0.001041640832320627,True,0.5060571560765952,0.6514875252061365,False,0.05903871431760126,False
multilingual,Consensus TA,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8614377414949346,-0.982066346324694,-0.5344205737938492,0.006009013520280421,0.006009013520280421,0.0059788049107612155,0.005555417772376677,True,0.5060571560765952,0.21860449756430816,False,0.12761950265651117,False
multilingual,Consensus TA,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.4888965935617018,-0.9851720726332694,0.2141805387834054,0.21891480243699507,0.14171256885327993,0.21891480243699507,0.19069467523126907,True,0.5060571560765952,0.534338609167772,False,0.6190414493214079,False
multilingual,Consensus TA,geo_cka_mean,CKA Mean,representation,8,-0.5941172418904377,-0.9866507904972797,0.07596632856107853,0.12569132710002232,0.06609914872308463,0.12040781109568663,0.12569132710002232,True,0.5060571560765952,0.5459815756684101,False,0.433635078495077,False
multilingual,Consensus TA,geo_procrustes_mean,Procrustes Mean,representation,8,0.6881962084495263,0.2728163878018229,0.9919066542782488,0.05916777977198696,0.018027040560841263,0.05916777977198696,0.04625381314947546,True,0.5060571560765952,0.5769691986114851,False,0.2923347012264492,False
multilingual,Consensus TA,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.8821661906585344,-0.992989267456069,-0.679095784912157,0.004092160412688177,0.0002503755633450175,0.0037372907608263805,0.004092160412688177,True,0.5060571560765952,0.30677830252371335,False,0.12564303046995232,False
multilingual,Consensus TA,geo_svcca_mean,SVCCA Mean,representation,8,-0.05101485327333413,-0.7290137498772384,0.49819858241571785,0.9100964757818506,0.8242363545317977,0.9045129791987928,0.9100964757818506,True,0.5060571560765952,0.7421520834990913,False,0.9951362374792474,False
multilingual,Consensus TA,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.879186479383936,-0.9948714797932505,0.14444068857398612,0.07110665998998497,0.07110665998998497,0.004018658094579902,0.00744029165943305,True,0.5060571560765952,0.5925051116408756,False,0.3149796046117105,False
multilingual,Consensus TA,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.8886592858705578,-0.9873432102010028,-0.48428559399010507,0.003571339996527864,0.00200300450676014,0.003168926217309182,0.003571339996527864,True,0.5060571560765952,0.3620119506464364,False,0.12564303046995232,False
multilingual,Consensus TA,grad_l2,Grad. L2 Dist.,gradient,8,0.8037450477005341,0.2778786365625373,0.9948374421745825,0.016225040121702637,0.010515773660490736,0.016225040121702637,0.006299446938319982,True,0.5060571560765952,0.5572983881492825,False,0.15232449977754337,False
multilingual,Consensus TA,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.8764458568816226,-0.9968989891092791,-0.3828424882247922,0.009514271407110666,0.009514271407110666,0.004289177028937539,0.003496937079933533,True,0.5060571560765952,0.5857732300795782,False,0.12761950265651117,False
multilingual,Consensus TA,qmd_raw,Quotient Dist.,weight space,8,0.8250886743639579,0.5645505517496685,0.9741513618512633,0.011684490381735543,0.009514271407110666,0.011684490381735543,0.002554500136405347,True,0.5060571560765952,0.04506178969162707,False,0.1323261487976646,False
multilingual,Consensus TA,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.5939104982349319,-0.9254619323784579,0.05869775208513921,0.12415366682373949,0.06059088632949424,0.12057015651856062,0.12415366682373949,True,0.5060571560765952,0.30134841830164005,False,0.43120484953882676,False
multilingual,Consensus TA,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.5939104982349317,-0.9254619323784579,0.05869775208513988,0.12415366682373949,0.06059088632949424,0.12057015651856079,0.12415366682373949,True,0.5060571560765952,0.30134841830164033,False,0.43120484953882676,False
multilingual,Consensus TA,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.5665219609467792,-0.9162615944936173,0.06295920222313531,0.14935145457701943,0.06609914872308463,0.14316741064980917,0.14935145457701943,True,0.5060571560765952,0.3085673677618313,False,0.4938618386173007,False
multilingual,Consensus TA,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.02748862140928182,-0.5098582692412171,0.8811700165407772,0.9484846766864824,0.927391086629945,0.9484846766864824,0.9447930358870068,True,0.5060571560765952,0.6290768383195108,False,0.9991243645111704,False
multilingual,Consensus TA,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7504384111994081,-0.9424667183854929,-0.4378626160999906,0.03675504079759927,0.016524787180771158,0.03194738865969531,0.03675504079759927,True,0.5060571560765952,0.11300325095086937,False,0.2224647206170482,False
multilingual,Consensus TA,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7910664486149392,0.4885887043905955,0.9755718753410405,0.019377856379119988,0.009514271407110666,0.019377856379119988,0.008829146102527219,True,0.5060571560765952,0.00915520819310295,False,0.15725422065291964,False
multilingual,Consensus TA,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.17058636972918356,-0.9914071375736072,0.9210146847385413,0.7794729542302358,0.7335887611749681,0.7466024523097705,0.7794729542302358,True,0.5060571560765952,,False,0.9719933826846916,False
multilingual,Consensus TA,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.36448887579603206,-0.9736490185291293,0.6941722430174257,0.47747824998908794,0.27330779054916987,0.47747824998908794,0.3828016643550624,True,0.5060571560765952,,False,0.884825743992694,False
multilingual,DARE,beh_entropy_gap,Entropy Gap,behaviour,8,0.10604050388114614,-0.5345939841602246,0.6887423819403106,0.802659504562026,0.7536304456685028,0.802659504562026,0.795119168671412,True,0.45798889843727475,0.798712409942473,False,0.9788788357505956,False
multilingual,DARE,beh_js,JS Divergence,behaviour,8,0.9573839006573371,0.8634751753054444,0.9971243440904249,0.0002503755633450175,0.0002503755633450175,0.0001873594785320353,7.44029165943305e-05,True,0.45798889843727475,0.4625813377352605,False,0.05182774161241862,False
multilingual,DARE,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5018338247519745,-0.9221184622775096,0.29442766116777025,0.20510186897009955,0.15773660490736105,0.20510186897009955,0.20257434091416385,True,0.45798889843727475,0.8938671731007947,False,0.5996622440227487,False
multilingual,DARE,beh_rank_corr,Rank Corr.,behaviour,8,-0.9218023562278934,-0.9861234377385251,-0.7368072433231162,0.0011408447211130677,0.0002503755633450175,0.0011264084836633845,0.0011408447211130677,True,0.45798889843727475,0.6514875252061365,False,0.05903871431760126,False
multilingual,DARE,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8726843570671082,-0.9885532981721754,-0.5833723995495623,0.005605019716772897,0.005508262393590386,0.004679140638334799,0.005605019716772897,True,0.45798889843727475,0.21860449756430816,False,0.12761950265651117,False
multilingual,DARE,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.5205394983611717,-0.9524087425079143,0.28792642880358144,0.23154187644155652,0.14371557336004007,0.18596429350173546,0.23154187644155652,True,0.45798889843727475,0.534338609167772,False,0.6373559630771569,False
multilingual,DARE,geo_cka_mean,CKA Mean,representation,8,-0.6050406141305409,-0.936643441125096,0.02179580073870212,0.11200538203193486,0.05608412618928393,0.11200538203193486,0.10942188933806206,True,0.45798889843727475,0.5459815756684101,False,0.4125465138898668,False
multilingual,DARE,geo_procrustes_mean,Procrustes Mean,representation,8,0.6994306946808404,0.3953450577144741,0.9589944229694021,0.05350182709640727,0.011517275913870806,0.05350182709640727,0.031001215247637708,True,0.45798889843727475,0.5769691986114851,False,0.2766122760370416,False
multilingual,DARE,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.9379979863513348,-0.9931340672957916,-0.8769421809614837,0.0005685124314897395,0.0002503755633450175,0.0005685124314897395,0.00047121847176409315,True,0.45798889843727475,0.30677830252371335,False,0.0564565099676719,False
multilingual,DARE,geo_svcca_mean,SVCCA Mean,representation,8,-0.14351253105524472,-0.765329215885354,0.43302556282704563,0.734585878199401,0.5062593890836254,0.734585878199401,0.7295950001240049,True,0.45798889843727475,0.7421520834990913,False,0.9572021559385359,False
multilingual,DARE,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.858373692109227,-0.9699771417656099,-0.45402797439533954,0.011517275913870806,0.011517275913870806,0.006368865356562898,0.0015624612484809405,True,0.45798889843727475,0.5925051116408756,False,0.1323261487976646,False
multilingual,DARE,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.9368546309187489,-0.9906632257835858,-0.8223663567326229,0.0006000208788834695,0.000500751126690035,0.0006000208788834695,0.00027281069417921185,True,0.45798889843727475,0.3620119506464364,False,0.0564565099676719,False
multilingual,DARE,grad_l2,Grad. L2 Dist.,gradient,8,0.7044187548367686,0.22317658936138543,0.9555432059544836,0.05109486693286895,0.020030045067601403,0.05109486693286895,0.01656704942833759,True,0.45798889843727475,0.5572983881492825,False,0.2711958321821506,False
multilingual,DARE,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.8294234007047684,-0.9842882144711728,-0.5859547602253752,0.010874682690088887,0.0025037556334501754,0.010874682690088887,0.0015872622206790506,True,0.45798889843727475,0.5857732300795782,False,0.1323261487976646,False
multilingual,DARE,qmd_raw,Quotient Dist.,weight space,8,0.8711651290468951,0.7006277590664693,0.9772945650042492,0.009514271407110666,0.009514271407110666,0.0048428732531926345,0.004984995411820143,True,0.45798889843727475,0.04506178969162707,False,0.12761950265651117,False
multilingual,DARE,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.575366272835957,-0.9239582802065217,-0.09191021175648889,0.13563360796873572,0.021532298447671506,0.13563360796873572,0.13308201681505916,True,0.45798889843727475,0.30134841830164005,False,0.4626331746941323,False
multilingual,DARE,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.575366272835957,-0.9239582802065217,-0.09191021175648893,0.13563360796873572,0.021532298447671506,0.13563360796873572,0.13308201681505916,True,0.45798889843727475,0.30134841830164033,False,0.4626331746941323,False
multilingual,DARE,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.565086611284166,-0.9283842211074852,-0.11432316530406383,0.144411366566247,0.024536805207811718,0.144411366566247,0.1407455172242752,True,0.45798889843727475,0.3085673677618313,False,0.48473195229737803,False
multilingual,DARE,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.03664239952624292,-0.6130592680445169,0.7776842144251267,0.9764646970455684,0.9764646970455684,0.931356973771223,0.927506758264924,True,0.45798889843727475,0.6290768383195108,False,0.9991243645111704,False
multilingual,DARE,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8015484932773268,-0.9583666332129387,-0.5804585252139727,0.021328836090374743,0.009514271407110666,0.0167463015129447,0.021328836090374743,True,0.45798889843727475,0.11300325095086937,False,0.15996627067781058,False
multilingual,DARE,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8527052159387146,0.6733076674218311,0.9679031806094759,0.011011631655960913,0.010015022533800702,0.007132604753160309,0.011011631655960913,True,0.45798889843727475,0.00915520819310295,False,0.1323261487976646,False
multilingual,DARE,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.011539904522585003,-0.991564044968011,0.9833966067687574,0.9808139989311654,0.9067688378033205,0.9808139989311654,0.970873786407767,True,0.45798889843727475,,False,0.9991243645111704,False
multilingual,DARE,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.2205424330957605,-0.986956138984102,0.9452863445792417,0.6745498281749245,0.48582375478927203,0.6745498281749245,0.6588072122052705,True,0.45798889843727475,,False,0.9400921755482075,False
multilingual,Dataless L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.05272424031307605,-0.6884970691864655,0.6920936667228581,0.9013251031732624,0.8342513770655984,0.9013251031732624,0.900721708290965,True,0.4089129597357525,0.798712409942473,False,0.9951362374792474,False
multilingual,Dataless L&S,beh_js,JS Divergence,behaviour,8,0.9588689082416006,0.9002819586714865,0.9945857583665778,0.0002503755633450175,0.0002503755633450175,0.0001686382846013569,4.960194439622033e-05,True,0.4089129597357525,0.4625813377352605,False,0.05182774161241862,False
multilingual,Dataless L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.49315218096050056,-0.9016458438222649,0.3007878197281105,0.2143193994945079,0.17626439659489235,0.2143193994945079,0.2122219190992287,True,0.4089129597357525,0.8938671731007947,False,0.6110759737653325,False
multilingual,Dataless L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.883798695282629,-0.988332312507261,-0.7230231849885027,0.003588678169219595,0.0002503755633450175,0.003588678169219595,0.0025793011086034574,True,0.4089129597357525,0.6514875252061365,False,0.12564303046995232,False
multilingual,Dataless L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8775884421488401,-0.9842813081406409,-0.7210000301919134,0.004175016019195667,0.0030045067601402104,0.004175016019195667,0.0036457429131221946,True,0.4089129597357525,0.21860449756430816,False,0.12564303046995232,False
multilingual,Dataless L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.3364332196253506,-0.9587192056136041,0.30969999470120685,0.41517136404281285,0.21732598898347522,0.41517136404281285,0.37139455866669974,True,0.4089129597357525,0.534338609167772,False,0.8409048175818225,False
multilingual,Dataless L&S,geo_cka_mean,CKA Mean,representation,8,-0.44755866434319763,-0.948377150556122,0.14823241925708608,0.26615578054114786,0.08612919379068602,0.26615578054114786,0.22365516728255747,True,0.4089129597357525,0.5459815756684101,False,0.6886780821502201,False
multilingual,Dataless L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.5596013869012804,0.24393232347255062,0.9735451949522829,0.15428684804444334,0.018527791687531298,0.14921992096495557,0.15428684804444334,True,0.4089129597357525,0.5769691986114851,False,0.5037441253186085,False
multilingual,Dataless L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.8735935479239297,-0.9926316399200578,-0.7426926725269207,0.0045828787731886644,0.0002503755633450175,0.0045828787731886644,0.00448897596785794,True,0.4089129597357525,0.30677830252371335,False,0.12564303046995232,False
multilingual,Dataless L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.20775032105407973,-0.8406890482259833,0.35225687604320033,0.6247612906425932,0.3039559339008513,0.6215312045334134,0.6247612906425932,True,0.4089129597357525,0.7421520834990913,False,0.9321736380688223,False
multilingual,Dataless L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.8827794531099936,-0.9941322485890659,-0.10098302137861807,0.03505257886830245,0.03505257886830245,0.00368100708708646,0.004761786662037152,True,0.4089129597357525,0.5925051116408756,False,0.21467111910469253,False
multilingual,Dataless L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.9509063628172947,-0.9926320869705691,-0.7597274319178347,0.00100150225338007,0.00100150225338007,0.00028502697863371933,0.0009672379157262965,True,0.4089129597357525,0.3620119506464364,False,0.05903871431760126,False
multilingual,Dataless L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.8328928469767561,0.170947487817237,0.978587939535856,0.023535302954431646,0.023535302954431646,0.01025283611265476,0.009250762629895092,True,0.4089129597357525,0.5572983881492825,False,0.16762184081332554,False
multilingual,Dataless L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.9034855334511993,-0.9919248633012676,-0.4348359436333151,0.00801201802704056,0.00801201802704056,0.0020880375225714723,0.0025048981920091267,True,0.4089129597357525,0.5857732300795782,False,0.12761950265651117,False
multilingual,Dataless L&S,qmd_raw,Quotient Dist.,weight space,8,0.8707175513944659,0.7553349594878797,0.9756952720831096,0.009514271407110666,0.009514271407110666,0.004891802060276004,0.0016120631928771608,True,0.4089129597357525,0.04506178969162707,False,0.12761950265651117,False
multilingual,Dataless L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6868105629599531,-0.9551256254673967,-0.17840516672222625,0.06128320230153022,0.012518778167250876,0.059890272619197736,0.06128320230153022,True,0.4089129597357525,0.30134841830164005,False,0.2950144854980641,False
multilingual,Dataless L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.686810562959953,-0.9551256254673964,-0.17840516672222592,0.06128320230153022,0.012518778167250876,0.05989027261919785,0.06128320230153022,True,0.4089129597357525,0.30134841830164033,False,0.2950144854980641,False
multilingual,Dataless L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6681703646474231,-0.9496825597920617,-0.18249399105501768,0.0705091639592272,0.014021031547320982,0.07012059773442038,0.0705091639592272,True,0.4089129597357525,0.3085673677618313,False,0.3145559685250006,False
multilingual,Dataless L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.12866179376242246,-0.6340025841627279,0.7485664761643032,0.828743114672008,0.828743114672008,0.7614082264343268,0.7585377346791994,True,0.4089129597357525,0.6290768383195108,False,0.9891932399811311,False
multilingual,Dataless L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.808511359162154,-0.9523085953597221,-0.65049917904297,0.015129261449433298,0.009514271407110666,0.015129261449433298,0.01495498623546043,True,0.4089129597357525,0.11300325095086937,False,0.15056524615541791,False
multilingual,Dataless L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8560770618830499,0.7241086147115926,0.9663777915834679,0.009514271407110666,0.009514271407110666,0.006671647424742156,0.004067359440490068,True,0.4089129597357525,0.00915520819310295,False,0.12761950265651117,False
multilingual,Dataless L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.008233475735673368,-0.981344744549252,0.8674992555360611,0.9916782246879334,0.8378033205619413,0.973901598931795,0.9916782246879334,True,0.4089129597357525,,False,0.9991243645111704,False
multilingual,Dataless L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.19199302828864692,-0.9642565961251487,0.9302759425462442,0.7517337031900139,0.5067688378033206,0.7155490160718777,0.7517337031900139,True,0.4089129597357525,,False,0.9617359490749868,False
multilingual,Fisher Merging,beh_entropy_gap,Entropy Gap,behaviour,8,-0.10355266726937254,-0.8465582609937573,0.6299967528042332,0.8072222978132281,0.8037055583375062,0.8072222978132281,0.8029562758860147,True,0.17810706705897764,0.798712409942473,False,0.9788788357505956,False
multilingual,Fisher Merging,beh_js,JS Divergence,behaviour,8,0.9299067692846785,0.8148671962734185,0.9876714542640583,0.0015022533800701052,0.0015022533800701052,0.0008163061993360517,0.0007936311103395253,True,0.17810706705897764,0.4625813377352605,False,0.07067419310784359,False
multilingual,Fisher Merging,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.40538112814162014,-0.8813939997321986,0.3919078784847978,0.3190773533606531,0.19879819729594392,0.3190773533606531,0.3058703901192927,True,0.17810706705897764,0.8938671731007947,False,0.7469134536081314,False
multilingual,Fisher Merging,beh_rank_corr,Rank Corr.,behaviour,8,-0.8135410516595779,-0.9801728664914444,-0.24618807927013583,0.016524787180771158,0.016524787180771158,0.014024647409507578,0.012871704570819176,True,0.17810706705897764,0.6514875252061365,False,0.15232449977754337,False
multilingual,Fisher Merging,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.9763811024720239,-0.9987607861608667,-0.9049087499015416,0.000500751126690035,0.000500751126690035,3.2358899777314685e-05,0.00034721361077354234,True,0.17810706705897764,0.21860449756430816,False,0.0564565099676719,False
multilingual,Fisher Merging,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.4500613176739224,-0.9321782758969912,0.7147607944010933,0.47070605908863294,0.47070605908863294,0.2631633283277601,0.32050296371617765,True,0.17810706705897764,0.534338609167772,False,0.884825743992694,False
multilingual,Fisher Merging,geo_cka_mean,CKA Mean,representation,8,-0.557731943417632,-0.908257871110217,0.6563943154326627,0.17976965448172258,0.17976965448172258,0.15087856631953642,0.14077031819647332,True,0.17810706705897764,0.5459815756684101,False,0.56040784196124,False
multilingual,Fisher Merging,geo_procrustes_mean,Procrustes Mean,representation,8,0.6384086959425611,-0.3569510948809206,0.9352800817272833,0.12068102153229844,0.12068102153229844,0.0884583038882102,0.06485454229805808,True,0.17810706705897764,0.5769691986114851,False,0.42629644124890403,False
multilingual,Fisher Merging,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.9162755621301463,-0.9882166944973455,-0.7650752351677884,0.004506760140210316,0.004506760140210316,0.001376635833845078,0.0021824855534336948,True,0.17810706705897764,0.30677830252371335,False,0.12564303046995232,False
multilingual,Fisher Merging,geo_svcca_mean,SVCCA Mean,representation,8,-0.31740688212375484,-0.8964431938916109,0.3252390024083388,0.4436262580327507,0.28943415122684024,0.4436262580327507,0.43250415416284316,True,0.17810706705897764,0.7421520834990913,False,0.8606022476674777,False
multilingual,Fisher Merging,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.7065775933425883,-0.973438177141973,0.29021427238540015,0.10065097646469705,0.10065097646469705,0.050073690958736095,0.04528657523374916,True,0.17810706705897764,0.5925051116408756,False,0.39016389753169084,False
multilingual,Fisher Merging,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.7916773831953015,-0.9815384333656153,-0.4005863378233609,0.01944396220331837,0.012518778167250876,0.01921785887342764,0.01944396220331837,True,0.17810706705897764,0.3620119506464364,False,0.15725422065291964,False
multilingual,Fisher Merging,grad_l2,Grad. L2 Dist.,gradient,8,0.5903173945330957,-0.005428566972879323,0.9380961867148964,0.12341132602138997,0.05558337506259389,0.12341132602138997,0.09900548101485578,True,0.17810706705897764,0.5572983881492825,False,0.43120484953882676,False
multilingual,Fisher Merging,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.7247882321416361,-0.9465660906997668,-0.38127320027092026,0.041947995178251485,0.0035052578868302454,0.041947995178251485,0.023461719699412218,True,0.17810706705897764,0.5857732300795782,False,0.2378461249016172,False
multilingual,Fisher Merging,qmd_raw,Quotient Dist.,weight space,8,0.9141374083680243,0.8030722398591389,0.9827194273796054,0.0015022533800701052,0.0015022533800701052,0.0014823700790476575,0.0005704223605565339,True,0.17810706705897764,0.04506178969162707,False,0.07067419310784359,False
multilingual,Fisher Merging,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.7885128305828663,-0.9790824451188878,-0.27287352807778753,0.02005561074993758,0.007511266900350526,0.02005561074993758,0.018154311649016642,True,0.17810706705897764,0.30134841830164005,False,0.15725422065291964,False
multilingual,Fisher Merging,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.7885128305828663,-0.9790824451188878,-0.27287352807778725,0.02005561074993758,0.007511266900350526,0.02005561074993758,0.018154311649016642,True,0.17810706705897764,0.30134841830164033,False,0.15725422065291964,False
multilingual,Fisher Merging,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.7866804217472845,-0.9794832373232027,-0.23991058192571374,0.02055093201672624,0.012018027040560842,0.02055093201672624,0.017013466927903575,True,0.17810706705897764,0.3085673677618313,False,0.15992642584444855,False
multilingual,Fisher Merging,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.41081423994278315,-0.8766368249393256,0.793619096241361,0.6249374061091637,0.6249374061091637,0.31200092650804906,0.33726842092210013,True,0.17810706705897764,0.6290768383195108,False,0.9321736380688223,False
multilingual,Fisher Merging,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.9005634923863995,-0.9879367016770033,-0.7722545020394652,0.004563378884452271,0.0015022533800701052,0.002278311901155066,0.004563378884452271,True,0.17810706705897764,0.11300325095086937,False,0.12564303046995232,False
multilingual,Fisher Merging,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.9011232582984314,0.7705757050097215,0.9796034634719804,0.002241025988975252,0.000500751126690035,0.002241025988975252,0.001785669998263932,True,0.17810706705897764,0.00915520819310295,False,0.10084616950388635,False
multilingual,Fisher Merging,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.20061396816486732,-0.9922103330729529,0.9674567608198739,0.7503467406380028,0.4822477650063857,0.7031159990440614,0.7503467406380028,True,0.17810706705897764,,False,0.9611495997033823,False
multilingual,Fisher Merging,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.030226859689875547,-0.9972288728606828,0.8192599882515398,0.9639389736477115,0.7795657726692209,0.9546734956173365,0.9639389736477115,True,0.17810706705897764,,False,0.9991243645111704,False
multilingual,L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.052569059066814014,-0.6362428226400898,0.6095943144125694,0.9101212767540487,0.8172258387581373,0.901614457327443,0.9101212767540487,True,0.3156684566481629,0.798712409942473,False,0.9951362374792474,False
multilingual,L&S,beh_js,JS Divergence,behaviour,8,0.9335621003807718,0.8424661392993812,0.9920597181439866,0.0006970954454422557,0.0002503755633450175,0.0006970954454422557,0.00012400486099055084,True,0.3156684566481629,0.4625813377352605,False,0.05903871431760126,False
multilingual,L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.3850211616671755,-0.8843139469436991,0.4256577789169687,0.3462574818167742,0.28693039559339006,0.3462574818167742,0.32633119218273354,True,0.3156684566481629,0.8938671731007947,False,0.7807766746848829,False
multilingual,L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.8460177359335084,-0.9762050934012989,-0.5932284136353377,0.008105862891260512,0.0002503755633450175,0.008105862891260512,0.0025793011086034574,True,0.3156684566481629,0.6514875252061365,False,0.12761950265651117,False
multilingual,L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8910726253221405,-0.9791953462903559,-0.7187240671264931,0.005084199300612584,0.0030045067601402104,0.002972889126261447,0.005084199300612584,True,0.3156684566481629,0.21860449756430816,False,0.12761950265651117,False
multilingual,L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.3826428600029551,-0.9609629386248663,0.3690724567091494,0.3732298306093599,0.22684026039058588,0.3494996303488623,0.3732298306093599,True,0.3156684566481629,0.534338609167772,False,0.8081440892901411,False
multilingual,L&S,geo_cka_mean,CKA Mean,representation,8,-0.4693936898180056,-0.9289778818566723,0.1775116637962103,0.24548002281689443,0.0871306960440661,0.24061887008418986,0.24548002281689443,True,0.3156684566481629,0.5459815756684101,False,0.6531643681871413,False
multilingual,L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.5739966776418671,0.2591516734531124,0.9555322705212457,0.13678548873645544,0.018027040560841263,0.13678548873645544,0.1124724089184296,True,0.3156684566481629,0.5769691986114851,False,0.46388759615847525,False
multilingual,L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.9174770195966878,-0.9940250025355398,-0.8417525307889465,0.004141762357084398,0.0002503755633450175,0.001319441377537483,0.004141762357084398,True,0.3156684566481629,0.30677830252371335,False,0.12564303046995232,False
multilingual,L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.3166021877748838,-0.8345174151825888,0.30633951926065517,0.44484705197070035,0.18828242363545317,0.44484705197070035,0.42823838694476823,True,0.3156684566481629,0.7421520834990913,False,0.8606022476674777,False
multilingual,L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.8056142768921496,-0.978380083696708,-0.32748528258404214,0.01602403605408112,0.01602403605408112,0.01578956742927583,0.0044145730512636094,True,0.3156684566481629,0.5925051116408756,False,0.15232449977754337,False
multilingual,L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.9444487762489144,-0.9926296301327372,-0.8335840751778124,0.00100150225338007,0.00100150225338007,0.0004109118700803388,0.000446417499565983,True,0.3156684566481629,0.3620119506464364,False,0.05903871431760126,False
multilingual,L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.6827850255483535,0.07848788802452575,0.9476653945604103,0.062018906144146006,0.03605408112168253,0.062018906144146006,0.021254433173780413,True,0.3156684566481629,0.5572983881492825,False,0.2971739252740329,False
multilingual,L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.8010461042262415,-0.9840266572662286,-0.47622589387311465,0.016866977235495396,0.00400600901352028,0.016866977235495396,0.004265767218074949,True,0.3156684566481629,0.5857732300795782,False,0.15232449977754337,False
multilingual,L&S,qmd_raw,Quotient Dist.,weight space,8,0.9159207953976986,0.8029478283224432,0.9840605734946485,0.010015022533800702,0.010015022533800702,0.0013938276986507304,0.009969990823640286,True,0.3156684566481629,0.04506178969162707,False,0.12956935403104658,False
multilingual,L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6640021273344224,-0.9507896882990493,-0.23044648474879947,0.07253950171205995,0.012018027040560842,0.07253950171205995,0.06919471243272736,True,0.3156684566481629,0.30134841830164005,False,0.3167864315273504,False
multilingual,L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6640021273344224,-0.9507896882990493,-0.23044648474879967,0.07253950171205995,0.012018027040560842,0.07253950171205995,0.06919471243272736,True,0.3156684566481629,0.30134841830164033,False,0.3167864315273504,False
multilingual,L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6588052814092018,-0.9453870649086716,-0.2457249419851659,0.07562310000534969,0.013019529293940912,0.07562310000534969,0.0690707075717368,True,0.3156684566481629,0.3085673677618313,False,0.3247714045872902,False
multilingual,L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.1622141974340975,-0.749332795959582,0.6787994103134007,0.7582401230128221,0.756634952428643,0.7011417791744081,0.7582401230128221,True,0.3156684566481629,0.6290768383195108,False,0.9664754933389061,False
multilingual,L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8635033411357748,-0.9779431920255339,-0.6983152828228381,0.019865578730686242,0.010015022533800702,0.005724693884430614,0.019865578730686242,True,0.3156684566481629,0.11300325095086937,False,0.15725422065291964,False
multilingual,L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.9130382846220348,0.7973511022786182,0.9841383994130367,0.011234840405743905,0.010015022533800702,0.001538720755949818,0.011234840405743905,True,0.3156684566481629,0.00915520819310295,False,0.1323261487976646,False
multilingual,L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.23142031920740197,-0.9839905323414188,0.8739711248136587,0.6590664209203584,0.4025542784163474,0.6590664209203584,0.6435506241331485,True,0.3156684566481629,,False,0.9321736380688223,False
multilingual,L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.022683033820638628,-0.9517618520397547,0.9371591243000391,0.9736477115117892,0.9379310344827586,0.9659790459873427,0.9736477115117892,True,0.3156684566481629,,False,0.9991243645111704,False
multilingual,Model soup,beh_entropy_gap,Entropy Gap,behaviour,8,0.08049011808838095,-0.6471270669680486,0.7202165617697501,0.8497315967204786,0.8397596394591887,0.8497315967204786,0.8429354430693683,True,0.41572991836777584,0.798712409942473,False,0.9891932399811311,False
multilingual,Model soup,beh_js,JS Divergence,behaviour,8,0.9842163373849221,0.940974860898427,0.9969044374048318,0.0002503755633450175,0.0002503755633450175,9.714222779833783e-06,7.44029165943305e-05,True,0.41572991836777584,0.4625813377352605,False,0.05182774161241862,False
multilingual,Model soup,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.49392943418564356,-0.9332761102951862,0.34256366702023566,0.21348555150306567,0.18027040560841262,0.21348555150306567,0.20817936063093673,True,0.41572991836777584,0.8938671731007947,False,0.6103799607891518,False
multilingual,Model soup,beh_rank_corr,Rank Corr.,behaviour,8,-0.940263492535925,-0.9893805947670063,-0.7478038663991026,0.000892834999131966,0.0002503755633450175,0.0005093262059442943,0.000892834999131966,True,0.41572991836777584,0.6514875252061365,False,0.05903871431760126,False
multilingual,Model soup,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.9263572936271163,-0.9978326014205824,-0.757211048266364,0.0030045067601402104,0.0030045067601402104,0.0009441221295818786,0.0017608690260658218,True,0.41572991836777584,0.21860449756430816,False,0.12438657986980471,False
multilingual,Model soup,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.5414856830209261,-0.9837502497481732,0.3345231509128984,0.200300450676014,0.200300450676014,0.1657165512942592,0.1512611294362739,True,0.41572991836777584,0.534338609167772,False,0.5923170469990701,False
multilingual,Model soup,geo_cka_mean,CKA Mean,representation,8,-0.6324999962392281,-0.9501799231125576,0.14544180603465254,0.09239630100630308,0.08612919379068602,0.09239630100630308,0.041144812876664764,True,0.41572991836777584,0.5459815756684101,False,0.37355535758407693,False
multilingual,Model soup,geo_procrustes_mean,Procrustes Mean,representation,8,0.7260521473328561,0.29331818574509105,0.9753863774180247,0.04141607501134062,0.01702553830746119,0.04141607501134062,0.014855782346667989,True,0.41572991836777584,0.5769691986114851,False,0.2378461249016172,False
multilingual,Model soup,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.9673860553186739,-0.9976688611387196,-0.933922250430531,0.0005456213883584237,0.0002503755633450175,8.461861255094943e-05,0.0005456213883584237,True,0.41572991836777584,0.30677830252371335,False,0.0564565099676719,False
multilingual,Model soup,geo_svcca_mean,SVCCA Mean,representation,8,-0.1739652160918094,-0.8366480528101776,0.40025922903386674,0.680336550673474,0.4496745117676515,0.680336550673474,0.6775129585079736,True,0.41572991836777584,0.7421520834990913,False,0.941985855715674,False
multilingual,Model soup,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.8580881685221373,-0.9863980403414856,-0.26077887614948214,0.02303455182774161,0.02303455182774161,0.006406019368321946,0.0038937526351032962,True,0.41572991836777584,0.5925051116408756,False,0.16762184081332554,False
multilingual,Model soup,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.9361489838365178,-0.9910680363548139,-0.8260023240915126,0.00100150225338007,0.00100150225338007,0.0006200264636973627,0.0003720145829716525,True,0.41572991836777584,0.3620119506464364,False,0.05903871431760126,False
multilingual,Model soup,grad_l2,Grad. L2 Dist.,gradient,8,0.7021323721949004,0.1954021290771258,0.9777712652322994,0.052189900322897165,0.022533800701051578,0.052189900322897165,0.008333126658565016,True,0.41572991836777584,0.5572983881492825,False,0.2755946267050947,False
multilingual,Model soup,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.824218311070961,-0.9927331887089798,-0.5255422089345495,0.011851544597778449,0.0025037556334501754,0.011851544597778449,0.002033679720245034,True,0.41572991836777584,0.5857732300795782,False,0.1323261487976646,False
multilingual,Model soup,qmd_raw,Quotient Dist.,weight space,8,0.9147196788080657,0.8134244711041837,0.9830728592949471,0.009514271407110666,0.009514271407110666,0.0014530703527429406,0.0024800972198110167,True,0.41572991836777584,0.04506178969162707,False,0.12761950265651117,False
multilingual,Model soup,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6177895204476922,-0.9414156131375144,-0.1498054269134436,0.10263268451238905,0.016524787180771158,0.10263268451238905,0.10066714615212917,True,0.41572991836777584,0.30134841830164005,False,0.394887838179639,False
multilingual,Model soup,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.617789520447692,-0.9414156131375142,-0.1498054269134437,0.10263268451238927,0.016524787180771158,0.10263268451238927,0.10066714615212917,True,0.41572991836777584,0.30134841830164033,False,0.394887838179639,False
multilingual,Model soup,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6025121469994696,-0.9406055729990739,-0.13635357522543973,0.11391975714501756,0.023535302954431646,0.11391975714501756,0.11058753503137322,True,0.41572991836777584,0.3085673677618313,False,0.4166323273678204,False
multilingual,Model soup,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.09467468763513309,-0.6392393855505727,0.7935008571655122,0.8652979469203805,0.8652979469203805,0.8235428549621796,0.8410753701545101,True,0.41572991836777584,0.6290768383195108,False,0.9949895472219787,False
multilingual,Model soup,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8518706071793472,-0.9580731271461884,-0.7012968577550796,0.018303117482205304,0.009514271407110666,0.007249752534125438,0.018303117482205304,True,0.41572991836777584,0.11300325095086937,False,0.15725422065291964,False
multilingual,Model soup,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.8939539712308119,0.7742162759135011,0.9813160880819212,0.009514271407110666,0.009514271407110666,0.002749323924615053,0.007911510131197143,True,0.41572991836777584,0.00915520819310295,False,0.12761950265651117,False
multilingual,Model soup,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.03130971521247854,-0.9955230307805075,0.9968547131926363,0.9530507614362353,0.7693486590038314,0.9530507614362353,0.9223300970873787,True,0.41572991836777584,,False,0.9991243645111704,False
multilingual,Model soup,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.1827247689521384,-0.9987866890284778,0.9639979994314463,0.7289632850352157,0.5818646232439336,0.7289632850352157,0.6851595006934813,True,0.41572991836777584,,False,0.9560583016363076,False
multilingual,RegMean,beh_entropy_gap,Entropy Gap,behaviour,8,0.18516848460684646,-0.8614852815787526,0.7735712825793828,0.7155733600400601,0.7155733600400601,0.6606636330926423,0.6587882244984004,True,0.10965861582662893,0.798712409942473,False,0.9446663617875793,False
multilingual,RegMean,beh_js,JS Divergence,behaviour,8,0.656014682548728,0.19594683497110904,0.995266650205229,0.07731007448642106,0.017526289434151226,0.07731007448642106,0.06698742590709555,True,0.10965861582662893,0.4625813377352605,False,0.32764624585622004,False
multilingual,RegMean,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.18205031516486458,-0.8229818020016492,0.6649539504819657,0.7190786179268903,0.7190786179268903,0.6661226332651434,0.7122095186131296,True,0.10965861582662893,0.8938671731007947,False,0.9459463406797237,False
multilingual,RegMean,beh_rank_corr,Rank Corr.,behaviour,8,-0.6753225353866026,-0.9707199901300472,-0.0193715507924478,0.06608225497573025,0.039559339008512766,0.06608225497573025,0.06396170729892611,True,0.10965861582662893,0.6514875252061365,False,0.3053105568987433,False
multilingual,RegMean,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.7270928224482728,-0.9834515191670754,-0.39108250267140526,0.040981193734961535,0.00400600901352028,0.040981193734961535,0.034994171771533446,True,0.10965861582662893,0.21860449756430816,False,0.2369582989703083,False
multilingual,RegMean,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.7950085428988949,-0.9810530912308012,0.5869051745051455,0.4601902854281422,0.4601902854281422,0.018359973975562903,0.07864388284020733,True,0.10965861582662893,0.534338609167772,False,0.8739393493910591,False
multilingual,RegMean,geo_cka_mean,CKA Mean,representation,8,-0.7979942726622757,-0.9945509387277817,0.5550970646725866,0.4757135703555333,0.4757135703555333,0.017611745775590076,0.07363408645618909,True,0.10965861582662893,0.5459815756684101,False,0.884825743992694,False
multilingual,RegMean,geo_procrustes_mean,Procrustes Mean,representation,8,0.8076674542111386,-0.21455290477374883,0.9891379909890996,0.19779669504256384,0.19779669504256384,0.015319778090999076,0.04451774509560775,True,0.10965861582662893,0.5769691986114851,False,0.5899699693632668,False
multilingual,RegMean,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.8536962749787946,-0.9973462714865059,-0.5155144832525427,0.006995075663122131,0.004506760140210316,0.006995075663122131,0.006671461521291635,True,0.10965861582662893,0.30677830252371335,False,0.12761950265651117,False
multilingual,RegMean,geo_svcca_mean,SVCCA Mean,representation,8,-0.2089185608937429,-0.9494386252699609,0.41551041701039665,0.6446020684010814,0.5277916875312969,0.6195267740331727,0.6446020684010814,True,0.10965861582662893,0.7421520834990913,False,0.9321736380688223,False
multilingual,RegMean,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.37258699609277046,-0.9726183025240783,0.22621863516672924,0.36336045206538076,0.1742613920881322,0.36336045206538076,0.33925249869794893,True,0.10965861582662893,0.5925051116408756,False,0.802671167768602,False
multilingual,RegMean,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.5155209433452194,-0.9806016816351364,-0.09188077376251812,0.1975893455023437,0.03405107661492238,0.19100138393485283,0.1975893455023437,True,0.10965861582662893,0.3620119506464364,False,0.5899699693632668,False
multilingual,RegMean,grad_l2,Grad. L2 Dist.,gradient,8,0.030535969592890778,-0.357371486663121,0.9614387845341277,0.9572431239304581,0.7170756134201302,0.9427806201721367,0.9572431239304581,True,0.10965861582662893,0.5572983881492825,False,0.9991243645111704,False
multilingual,RegMean,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.23425605558510265,-0.9800347246912244,0.20367102674951368,0.57657412412868,0.23034551827741612,0.57657412412868,0.5457949951638105,True,0.10965861582662893,0.5857732300795782,False,0.926314610313212,False
multilingual,RegMean,qmd_raw,Quotient Dist.,weight space,8,0.7560307012056868,0.48992327042962597,0.9959513426507091,0.02998471462517251,0.005508262393590386,0.02998471462517251,0.014062151236328464,True,0.10965861582662893,0.04506178969162707,False,0.19641885846236423,False
multilingual,RegMean,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.31481836436427096,-0.8192984178483536,0.3074835661936935,0.4475582016918501,0.19228843264897347,0.4475582016918501,0.4230301827831651,True,0.10965861582662893,0.30134841830164005,False,0.8606022476674777,False
multilingual,RegMean,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.31481836436427096,-0.8192984178483536,0.30748356619369355,0.4475582016918501,0.19228843264897347,0.4475582016918501,0.4230301827831651,True,0.10965861582662893,0.30134841830164033,False,0.8606022476674777,False
multilingual,RegMean,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.31113598914967666,-0.8350318181605105,0.3327730505738015,0.4531762457714636,0.2198297446169254,0.4531762457714636,0.4235758041715235,True,0.10965861582662893,0.3085673677618313,False,0.8637889767467123,False
multilingual,RegMean,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.08001521228433389,-0.7107620901782913,0.8958460184388851,0.8506106121576876,0.7361041562343515,0.8506106121576876,0.8335358746062845,True,0.10965861582662893,0.6290768383195108,False,0.9891932399811311,False
multilingual,RegMean,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.7343948139608619,-0.9610169660161552,-0.49919681679944705,0.03800781495616626,0.007511266900350526,0.03800781495616626,0.02517298678108182,True,0.10965861582662893,0.11300325095086937,False,0.22608096827374757,False
multilingual,RegMean,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7310024542540118,0.45899577420580095,0.995323862316138,0.03937225344312515,0.00801201802704056,0.03937225344312515,0.02110562734059175,True,0.10965861582662893,0.00915520819310295,False,0.2317502891567895,False
multilingual,RegMean,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.26800625532238836,-0.9902477023070981,0.4067682915552921,0.6310679611650486,0.32592592592592595,0.6076157069547684,0.6310679611650486,True,0.10965861582662893,,False,0.9321736380688223,False
multilingual,RegMean,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.12577859764872326,-0.7491055435350318,0.9657444637970647,0.869625520110957,0.7187739463601532,0.8123270283077281,0.869625520110957,True,0.10965861582662893,,False,0.9951362374792474,False
multilingual,TIES,beh_entropy_gap,Entropy Gap,behaviour,8,0.04596048483524868,-0.6502057338743928,0.6812044439203865,0.9139453707363602,0.9058587881822734,0.9139453707363602,0.9104188884204261,True,0.39181325310759163,0.798712409942473,False,0.9951362374792474,False
multilingual,TIES,beh_js,JS Divergence,behaviour,8,0.9721832744136673,0.9154178785326177,0.9963531313795131,0.0002503755633450175,0.0002503755633450175,5.269302960023713e-05,7.44029165943305e-05,True,0.39181325310759163,0.4625813377352605,False,0.05182774161241862,False
multilingual,TIES,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.46237490499796363,-0.9149874401287336,0.3842138094713929,0.24868622657496076,0.20630946419629445,0.24868622657496076,0.23846134768482924,True,0.39181325310759163,0.8938671731007947,False,0.6599749859104729,False
multilingual,TIES,beh_rank_corr,Rank Corr.,behaviour,8,-0.921568744321773,-0.9869944581919546,-0.7115018282446658,0.001136329244171653,0.0002503755633450175,0.001136329244171653,0.0010664418045187372,True,0.39181325310759163,0.6514875252061365,False,0.05903871431760126,False
multilingual,TIES,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.9142939359240967,-0.9954099872015778,-0.7221123611015587,0.00400600901352028,0.00400600901352028,0.0014744561925650525,0.0025793011086034574,True,0.39181325310759163,0.21860449756430816,False,0.12564303046995232,False
multilingual,TIES,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.5166931701918446,-0.9738893415903446,0.36341364062780984,0.20430645968953431,0.20430645968953431,0.18981842079065467,0.2034671759132958,True,0.39181325310759163,0.534338609167772,False,0.5990288548970766,False
multilingual,TIES,geo_cka_mean,CKA Mean,representation,8,-0.605283175198781,-0.9416374039439899,0.16812714126397435,0.11182269901680247,0.08612919379068602,0.11182269901680247,0.0702611542372461,True,0.39181325310759163,0.5459815756684101,False,0.4125465138898668,False
multilingual,TIES,geo_procrustes_mean,Procrustes Mean,representation,8,0.6999450765947747,0.2818338098388165,0.9652666395196179,0.05325053949671799,0.01902854281422133,0.05325053949671799,0.019791175814091913,True,0.39181325310759163,0.5769691986114851,False,0.2766122760370416,False
multilingual,TIES,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.9629889528869175,-0.9959695594092429,-0.9311817999457578,0.0004960194439622034,0.0002503755633450175,0.00012325375240431185,0.0004960194439622034,True,0.39181325310759163,0.30677830252371335,False,0.0564565099676719,False
multilingual,TIES,geo_svcca_mean,SVCCA Mean,representation,8,-0.209084584781677,-0.8335002877325625,0.37180659785079934,0.6192420810117063,0.37305958938407613,0.6192420810117063,0.6080702363532651,True,0.39181325310759163,0.7421520834990913,False,0.9321736380688223,False
multilingual,TIES,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.8434940666870447,-0.9815203609422424,-0.2635738380454485,0.02103154732098147,0.02103154732098147,0.008493966907431285,0.003273728330150542,True,0.39181325310759163,0.5925051116408756,False,0.15996627067781058,False
multilingual,TIES,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.9393619153174066,-0.9889559371200517,-0.8428035284975435,0.00100150225338007,0.00100150225338007,0.0005323692890646223,0.0002232087497829915,True,0.39181325310759163,0.3620119506464364,False,0.05903871431760126,False
multilingual,TIES,grad_l2,Grad. L2 Dist.,gradient,8,0.6891202780059383,0.13298655930159314,0.9657703736035854,0.058688858308233297,0.02754131196795193,0.058688858308233297,0.010664418045187371,True,0.39181325310759163,0.5572983881492825,False,0.2923347012264492,False
multilingual,TIES,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.8134527211520414,-0.9857733048924704,-0.4973030120663932,0.014043593421352247,0.004506760140210316,0.014043593421352247,0.0018848738870563726,True,0.39181325310759163,0.5857732300795782,False,0.14877546465127556,False
multilingual,TIES,qmd_raw,Quotient Dist.,weight space,8,0.918685326479044,0.8118491636409146,0.9834668147004868,0.009514271407110666,0.009514271407110666,0.0012635060122035211,0.0027777088861883387,True,0.39181325310759163,0.04506178969162707,False,0.12761950265651117,False
multilingual,TIES,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.629188166233032,-0.9462347926664944,-0.18743738369599636,0.09464698379034996,0.014021031547320982,0.09464698379034996,0.09176359713300761,True,0.39181325310759163,0.30134841830164005,False,0.37891402266045754,False
multilingual,TIES,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6291881662330319,-0.9462347926664942,-0.1874373836959966,0.09464698379035015,0.014021031547320982,0.09464698379035015,0.09176359713300761,True,0.39181325310759163,0.30134841830164033,False,0.37891402266045754,False
multilingual,TIES,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.6158828181612827,-0.9431076601473486,-0.18974477020108826,0.10400478304950572,0.020530796194291438,0.10400478304950572,0.09890627712606334,True,0.39181325310759163,0.3085673677618313,False,0.39868500168977195,False
multilingual,TIES,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.1007020229107365,-0.6630338979194785,0.7709541457507118,0.8602904356534802,0.8602904356534802,0.8124563346536031,0.8315021948860395,True,0.39181325310759163,0.6290768383195108,False,0.9915374174848017,False
multilingual,TIES,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.8585104336188177,-0.965600814488626,-0.7125622261879896,0.018650331092978846,0.009514271407110666,0.006351120676672046,0.018650331092978846,True,0.39181325310759163,0.11300325095086937,False,0.15725422065291964,False
multilingual,TIES,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.9009879167966119,0.7807809671633296,0.9800968507123629,0.009514271407110666,0.009514271407110666,0.0022500045036544843,0.008432330547357456,True,0.39181325310759163,0.00915520819310295,False,0.12761950265651117,False
multilingual,TIES,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.07805505526127647,-0.9944357145409137,0.9940539762551331,0.8831551958922773,0.6355044699872286,0.8831551958922773,0.7642163661581137,True,0.39181325310759163,,False,0.9951362374792474,False
multilingual,TIES,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.1356546691345571,-0.9958460329075031,0.9691219743953529,0.7977661677435945,0.5966794380587485,0.7977661677435945,0.7018030513176144,True,0.39181325310759163,,False,0.9783032981215881,False
multilingual,Task arithmetic,beh_entropy_gap,Entropy Gap,behaviour,8,-0.005146689874722323,-0.6851494023191129,0.7778613071999262,0.9892611790382183,0.9869804707060591,0.905674923002913,0.9892611790382183,True,0.4642231096016084,0.798712409942473,False,0.9991243645111704,False
multilingual,Task arithmetic,beh_js,JS Divergence,behaviour,8,0.9464826341438821,0.7781497710254368,0.9917688972111309,0.00036798263288550446,0.0002503755633450175,0.00036798263288550446,9.920388879244067e-05,True,0.4642231096016084,0.4625813377352605,False,0.0564565099676719,False
multilingual,Task arithmetic,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5603197547639083,-0.9357915066273741,0.11404969650417308,0.15307160040673595,0.10966449674511768,0.14858523544445348,0.15307160040673595,True,0.4642231096016084,0.8938671731007947,False,0.502949544193561,False
multilingual,Task arithmetic,beh_rank_corr,Rank Corr.,behaviour,8,-0.8996383947517309,-0.9944801580442515,-0.7391814341385098,0.002340810088526996,0.0002503755633450175,0.002340810088526996,0.0021328836090374744,True,0.4642231096016084,0.6514875252061365,False,0.1009474350677267,False
multilingual,Task arithmetic,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.8535349651702371,-0.9691265565037788,-0.5928463315284835,0.007017344160559082,0.0030045067601402104,0.007017344160559082,0.005729024577763448,True,0.4642231096016084,0.21860449756430816,False,0.12761950265651117,False
multilingual,Task arithmetic,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.3830823887519406,-0.9760205137873954,0.2504262769113645,0.34889941053955775,0.17526289434151227,0.34889941053955775,0.28240867041988044,True,0.4642231096016084,0.534338609167772,False,0.7850236737140049,False
multilingual,Task arithmetic,geo_cka_mean,CKA Mean,representation,8,-0.4952417664247331,-0.9799810733244396,0.12679815689066165,0.21208150393481168,0.07110665998998497,0.21208150393481168,0.15723816373601845,True,0.4642231096016084,0.5459815756684101,False,0.6097343238125836,False
multilingual,Task arithmetic,geo_procrustes_mean,Procrustes Mean,representation,8,0.5983096484185367,0.21424088488833337,0.9873651328966302,0.12462488529550358,0.024536805207811718,0.11714230498372429,0.12462488529550358,True,0.4642231096016084,0.5769691986114851,False,0.43139383371520473,False
multilingual,Task arithmetic,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.8468644545876253,-0.992941323416713,-0.6736800200249284,0.008457131519555567,0.0002503755633450175,0.007978230158398889,0.008457131519555567,True,0.4642231096016084,0.30677830252371335,False,0.12761950265651117,False
multilingual,Task arithmetic,geo_svcca_mean,SVCCA Mean,representation,8,-0.1121530772563292,-0.7474730321419829,0.45867222620102166,0.8124302472656928,0.6494742113169755,0.7914696966737244,0.8124302472656928,True,0.4642231096016084,0.7421520834990913,False,0.9811730524153932,False
multilingual,Task arithmetic,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.8710797688474619,-0.9966451466703939,0.16699835035996344,0.07511266900350526,0.07511266900350526,0.004852180380903053,0.009920388879244067,True,0.4642231096016084,0.5925051116408756,False,0.3239233850776164,False
multilingual,Task arithmetic,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.8951230711735302,-0.991287085618742,-0.4717653453696386,0.0041169613848862875,0.0025037556334501754,0.0026618152762147864,0.0041169613848862875,True,0.4642231096016084,0.3620119506464364,False,0.12564303046995232,False
multilingual,Task arithmetic,grad_l2,Grad. L2 Dist.,gradient,8,0.8386486447254677,0.2518393764848604,0.994822224004939,0.012018027040560842,0.012018027040560842,0.009271825672562283,0.006497854715904863,True,0.4642231096016084,0.5572983881492825,False,0.1323261487976646,False
multilingual,Task arithmetic,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.8951531233748491,-0.9980424920431469,-0.3563597639332027,0.009013520280420632,0.009013520280420632,0.002659589944508653,0.004712184717640931,True,0.4642231096016084,0.5857732300795782,False,0.12761950265651117,False
multilingual,Task arithmetic,qmd_raw,Quotient Dist.,weight space,8,0.8236431300839073,0.5926086321090296,0.9750349529977447,0.011962766388901607,0.009514271407110666,0.011962766388901607,0.0031993254135562112,True,0.4642231096016084,0.04506178969162707,False,0.1323261487976646,False
multilingual,Task arithmetic,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.6428346372032857,-0.9435986792031997,-0.012854838206881132,0.08836586394186652,0.04656985478217326,0.08557341874610516,0.08836586394186652,True,0.4642231096016084,0.30134841830164005,False,0.3629456177643434,False
multilingual,Task arithmetic,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.6428346372032856,-0.9435986792031996,-0.012854838206881049,0.08836586394186652,0.04656985478217326,0.08557341874610522,0.08836586394186652,True,0.4642231096016084,0.30134841830164033,False,0.3629456177643434,False
multilingual,Task arithmetic,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.617203090825092,-0.9272804791533552,-0.018183701987814566,0.10602415614692096,0.04556835252879319,0.10305358075070238,0.10602415614692096,True,0.4642231096016084,0.3085673677618313,False,0.4015232141625499,False
multilingual,Task arithmetic,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.07911803968476688,-0.5618485383487197,0.8595654041322666,0.9519278918377566,0.9519278918377566,0.8522715784949781,0.8729694204012798,True,0.4642231096016084,0.6290768383195108,False,0.9991243645111704,False
multilingual,Task arithmetic,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.754171226426173,-0.9393097953044895,-0.49520015140471957,0.03278688524590164,0.012518778167250876,0.030628840711924843,0.03278688524590164,True,0.4642231096016084,0.11300325095086937,False,0.20818666398471286,False
multilingual,Task arithmetic,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.7966101133867921,0.5260055066019244,0.9692214509972681,0.017956197684305595,0.009514271407110666,0.017956197684305595,0.005605019716772897,True,0.4642231096016084,0.00915520819310295,False,0.15725422065291964,False
multilingual,Task arithmetic,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.11494283512781645,-0.9821253249204503,0.8582733821651166,0.8432732316227461,0.8229885057471265,0.8283450513607786,0.8432732316227461,True,0.4642231096016084,,False,0.9891932399811311,False
multilingual,Task arithmetic,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.30697322625116386,-0.946564802651505,0.702840683256126,0.5540035973543358,0.3969348659003831,0.5540035973543358,0.4646324549237171,True,0.4642231096016084,,False,0.926314610313212,False
safety,Consensus TA,beh_entropy_gap,Entropy Gap,behaviour,8,0.09704504797348373,-0.6499553884001515,0.7632172298681337,0.8191797387587133,0.786179268903355,0.8191797387587133,0.8082884849086084,True,0.27163625477124825,0.798712409942473,False,0.9870209890748176,False
safety,Consensus TA,beh_js,JS Divergence,behaviour,8,0.362045636241371,-0.5050775093953483,0.8573118342215649,0.3781516304804451,0.27190786179268905,0.3781516304804451,0.3660127476997098,True,0.27163625477124825,0.4625813377352605,False,0.8125400563764457,False
safety,Consensus TA,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.5067468807853871,-0.9597868859513317,0.2274662270312597,0.20897299174127626,0.12368552829243866,0.19997950626194422,0.20897299174127626,True,0.27163625477124825,0.8938671731007947,False,0.6041537610397233,False
safety,Consensus TA,beh_rank_corr,Rank Corr.,behaviour,8,-0.3353720962718422,-0.9109206405162671,0.46206235182283756,0.41673732232554217,0.3625438157235854,0.41673732232554217,0.41333300265370404,True,0.27163625477124825,0.6514875252061365,False,0.8415693716012614,False
safety,Consensus TA,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.43758475798435936,-0.8155244281416095,0.5418739199965021,0.278248244425846,0.1897846770155233,0.278248244425846,0.27042980084819324,True,0.27163625477124825,0.21860449756430816,False,0.7058503259332123,False
safety,Consensus TA,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.09731647855715692,-0.7087237021152638,0.8773603669928431,0.9252994717392922,0.6925388082123185,0.8186803738444159,0.9252994717392922,True,0.27163625477124825,0.534338609167772,False,0.9971851638018944,False
safety,Consensus TA,geo_cka_mean,CKA Mean,representation,8,-0.12948323167929604,-0.6466069442177192,0.6649283523332217,0.8984152178765408,0.5277916875312969,0.7599189214812322,0.8984152178765408,True,0.27163625477124825,0.5459815756684101,False,0.9951362374792474,False
safety,Consensus TA,geo_procrustes_mean,Procrustes Mean,representation,8,0.16713882832168836,-0.7878438415977039,0.7018196964772112,0.7760968229954615,0.49223835753630446,0.6924021446108894,0.7760968229954615,True,0.27163625477124825,0.5769691986114851,False,0.9719933826846916,False
safety,Consensus TA,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.20985741018101348,-0.81073336766541,0.6551228487360685,0.6246868877259989,0.5618427641462194,0.6179174065890476,0.6246868877259989,True,0.27163625477124825,0.30677830252371335,False,0.9321736380688223,False
safety,Consensus TA,geo_svcca_mean,SVCCA Mean,representation,8,0.04798483372550525,-0.6399842826088408,0.6990847221475314,0.9203392772996701,0.8758137205808713,0.9101664503598125,0.9203392772996701,True,0.27163625477124825,0.7421520834990913,False,0.9953512560137497,False
safety,Consensus TA,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.17789517715839107,-0.6934266079961234,0.6976996008995934,0.6820230345518278,0.6820230345518278,0.6734169739926368,0.6763473128146623,True,0.27163625477124825,0.5925051116408756,False,0.941985855715674,False
safety,Consensus TA,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.12548950498578285,-0.8204231729871155,0.7040429482768148,0.8327491236855283,0.8327491236855283,0.7671657088670641,0.7619850698147368,True,0.27163625477124825,0.3620119506464364,False,0.9891932399811311,False
safety,Consensus TA,grad_l2,Grad. L2 Dist.,gradient,8,0.3304435289771924,-0.29883002591796043,0.8976682001472746,0.4259814984747402,0.15373059589384075,0.42404353675878476,0.4259814984747402,True,0.27163625477124825,0.5572983881492825,False,0.8494093945877277,False
safety,Consensus TA,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.3131481470927333,-0.840371482037503,0.42191128065239536,0.46119887899605666,0.27090635953930897,0.45010282301162846,0.46119887899605666,True,0.27163625477124825,0.5857732300795782,False,0.8742506222727447,False
safety,Consensus TA,qmd_raw,Quotient Dist.,weight space,8,0.2484050469728263,-0.6187378249013081,0.8797249273635714,0.5910567694253615,0.514271407110666,0.5530456723605992,0.5910567694253615,True,0.27163625477124825,0.04506178969162707,False,0.9289846707445477,False
safety,Consensus TA,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.12791669753488785,-0.775615720490392,0.6727477104423231,0.7627596743176105,0.7225838758137206,0.7627596743176105,0.7622082785645198,True,0.27163625477124825,0.30134841830164005,False,0.9664754933389061,False
safety,Consensus TA,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.12791669753488766,-0.775615720490392,0.6727477104423232,0.7627596743176105,0.7225838758137206,0.7627596743176105,0.7622082785645198,True,0.27163625477124825,0.30134841830164033,False,0.9664754933389061,False
safety,Consensus TA,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.1278345667224498,-0.798188527574349,0.7098096681798978,0.7629086744520641,0.7381071607411117,0.7629086744520641,0.7591577589841522,True,0.27163625477124825,0.3085673677618313,False,0.9664754933389061,False
safety,Consensus TA,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.12952236529354047,-0.9790773028636501,0.680927244939711,0.8592889334001002,0.8592889334001002,0.7598479864747778,0.8045187371344956,True,0.27163625477124825,0.6290768383195108,False,0.9914872308462694,False
safety,Consensus TA,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.18431487777342037,-0.8322957749378609,0.6226522573628737,0.6963368964063391,0.5908863294942414,0.6621567606750787,0.6963368964063391,True,0.27163625477124825,0.11300325095086937,False,0.941985855715674,False
safety,Consensus TA,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.23071492197063745,-0.6206198370074529,0.8693805117145623,0.6358473252151484,0.5408112168252378,0.5825153977780647,0.6358473252151484,True,0.27163625477124825,0.00915520819310295,False,0.9321736380688223,False
safety,Consensus TA,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,0.15001493788462203,-0.79065322481702,0.9716131123912288,0.8398467432950192,0.8398467432950192,0.7766655973746036,0.8044382801664355,True,0.27163625477124825,,False,0.9891932399811311,False
safety,Consensus TA,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.26444977486217863,-0.9617910167082673,0.6557217525819362,0.6544061302681993,0.6544061302681993,0.6125723111245017,0.6116504854368932,True,0.27163625477124825,,False,0.9321736380688223,False
safety,DARE,beh_entropy_gap,Entropy Gap,behaviour,8,-0.16704987612406505,-0.747257027486628,0.7174010389472484,0.692559746530277,0.6745117676514772,0.692559746530277,0.6884501872473401,True,0.21937262019221557,0.798712409942473,False,0.941985855715674,False
safety,DARE,beh_js,JS Divergence,behaviour,8,0.13560946453579809,-0.7025387223643308,0.8865581495284316,0.7488323660313033,0.6549824737105658,0.7488323660313033,0.7421442920562487,True,0.21937262019221557,0.4625813377352605,False,0.9603983876609652,False
safety,DARE,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.1034052183080701,-0.8820816366173369,0.6065091861789996,0.8074928755615671,0.7426139208813219,0.8074928755615671,0.7956399890875723,True,0.21937262019221557,0.8938671731007947,False,0.9788788357505956,False
safety,DARE,beh_rank_corr,Rank Corr.,behaviour,8,-0.05048691359730002,-0.8081669858565739,0.679413506410145,0.9054977734042118,0.8868302453680521,0.9054977734042118,0.9001264849582103,True,0.21937262019221557,0.6514875252061365,False,0.9951362374792474,False
safety,DARE,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.3536622369237646,-0.9380001824281443,0.6826542211024291,0.39010226775517676,0.33600400600901353,0.39010226775517676,0.382257384489472,True,0.21937262019221557,0.21860449756430816,False,0.8219146902171438,False
safety,DARE,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.043152782929919746,-0.6742022585105207,0.8855375531063016,0.9894842263395093,0.9894842263395093,0.9191889227595407,0.9338310061754421,True,0.21937262019221557,0.534338609167772,False,0.9991243645111704,False
safety,DARE,geo_cka_mean,CKA Mean,representation,8,-0.06597432414423782,-0.6999268672527408,0.7512060838326332,0.9749624436654982,0.9749624436654982,0.8766566242598122,0.8999528781528235,True,0.21937262019221557,0.5459815756684101,False,0.9991243645111704,False
safety,DARE,geo_procrustes_mean,Procrustes Mean,representation,8,0.0598542862356528,-0.7072947108011315,0.7382920371952482,0.9554331497245869,0.9554331497245869,0.8880409628623436,0.8848490860841745,True,0.21937262019221557,0.5769691986114851,False,0.9991243645111704,False
safety,DARE,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.1057672584948112,-0.8687987510026405,0.6489493860608451,0.8102153229844767,0.8102153229844767,0.8031604117779486,0.7965824260311004,True,0.21937262019221557,0.30677830252371335,False,0.9796411907580997,False
safety,DARE,geo_svcca_mean,SVCCA Mean,representation,8,-0.205545615093905,-0.7564232654465042,0.5830669255643341,0.6299449173760641,0.6299449173760641,0.6253195071336576,0.6124600084323305,True,0.21937262019221557,0.7421520834990913,False,0.9321736380688223,False
safety,DARE,grad_cosine,Grad. Cos. Sim.,gradient,8,0.14889154654473327,-0.6367394904419221,0.8796632005817151,0.743582748443739,0.513269904857286,0.724926824056631,0.743582748443739,True,0.21937262019221557,0.5925051116408756,False,0.9579107467170905,False
safety,DARE,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,0.1382557103843244,-0.6476777097187161,0.7749796192212463,0.7466580689963046,0.671507260891337,0.7440549855350429,0.7466580689963046,True,0.21937262019221557,0.3620119506464364,False,0.9587978925696964,False
safety,DARE,grad_l2,Grad. L2 Dist.,gradient,8,-0.061404550579631394,-0.6987930172091507,0.7479244467438501,0.9026561841224175,0.8913370055082624,0.8851555490581127,0.9026561841224175,True,0.21937262019221557,0.5572983881492825,False,0.9951362374792474,False
safety,DARE,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,0.05469714730167232,-0.8298503472877493,0.7397023439277248,0.9079635921728132,0.8953430145217827,0.8976472173564347,0.9079635921728132,True,0.21937262019221557,0.5857732300795782,False,0.9951362374792474,False
safety,DARE,qmd_raw,Quotient Dist.,weight space,8,0.20765398995983866,-0.6262256181945949,0.9063225066431705,0.6216965774540774,0.5733600400600901,0.6216965774540774,0.5959177599761911,True,0.21937262019221557,0.04506178969162707,False,0.9321736380688223,False
safety,DARE,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.23949660043728233,-0.7936800614865767,0.65182364237354,0.6179268903355033,0.6179268903355033,0.5678198878227481,0.5742417102750428,True,0.21937262019221557,0.30134841830164005,False,0.9321736380688223,False
safety,DARE,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.23949660043728238,-0.7936800614865768,0.6518236423735401,0.6179268903355033,0.6179268903355033,0.5678198878227464,0.5742417102750428,True,0.21937262019221557,0.30134841830164033,False,0.9321736380688223,False
safety,DARE,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.24244940451988656,-0.8019435929855923,0.7209748362765657,0.6319479218828242,0.6319479218828242,0.5629077060298568,0.5763993948562783,True,0.21937262019221557,0.3085673677618313,False,0.9321736380688223,False
safety,DARE,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4536034747050548,-0.9396093716748014,0.6321656420476636,0.528292438657987,0.528292438657987,0.25895675732264634,0.2744723593164852,True,0.21937262019221557,0.6290768383195108,False,0.9136635588267397,False
safety,DARE,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.23390596967970143,-0.8936984620637742,0.6052566043203674,0.5771605713091992,0.5338007010515774,0.5771605713091992,0.5545993402941395,True,0.21937262019221557,0.11300325095086937,False,0.926314610313212,False
safety,DARE,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.2012645323506947,-0.6569362716664903,0.8902719526220928,0.6326960416303684,0.6024036054081122,0.6326960416303684,0.6114679695444062,True,0.21937262019221557,0.00915520819310295,False,0.9321736380688223,False
safety,DARE,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.3136969223906808,-0.9512032305403852,0.8887281534582678,0.5755894590846047,0.5593869731800766,0.5448894083038742,0.5755894590846047,True,0.21937262019221557,,False,0.926314610313212,False
safety,DARE,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.17993764275940496,-0.9295047174834444,0.9240203455522393,0.7386973180076628,0.7386973180076628,0.733006506347372,0.7018030513176144,True,0.21937262019221557,,False,0.9579107467170905,False
safety,Dataless L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.030725179382684233,-0.8659999909770796,0.5750034299114848,0.9451402494977803,0.8688032048072108,0.9424265191995462,0.9451402494977803,True,0.08470716220692012,0.798712409942473,False,0.9991243645111704,False
safety,Dataless L&S,beh_js,JS Divergence,behaviour,8,0.29196665914599573,-0.8299925775922949,0.7923521955179659,0.4996155849309293,0.45468202303455185,0.4828776097920287,0.4996155849309293,True,0.08470716220692012,0.4625813377352605,False,0.8961908672504536,False
safety,Dataless L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.22636228111252393,-0.7242521453060148,0.7075335830220049,0.698544182931971,0.6319479218828242,0.589846323736547,0.698544182931971,True,0.08470716220692012,0.8938671731007947,False,0.941985855715674,False
safety,Dataless L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.2177313514991885,-0.7981734636202257,0.8927861657588453,0.6399599399098648,0.6399599399098648,0.604472687704563,0.6303911113315642,True,0.08470716220692012,0.6514875252061365,False,0.9321736380688223,False
safety,Dataless L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.39215808911943656,-0.8181169234883421,0.8463481401824127,0.36452468936782323,0.2939409113670506,0.33661201622527365,0.36452468936782323,True,0.08470716220692012,0.21860449756430816,False,0.802671167768602,False
safety,Dataless L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,0.06368004260418622,-0.6876444624792101,0.9916878543198279,0.8821953820589767,0.8252378567851778,0.8809223174056791,0.8821953820589767,True,0.08470716220692012,0.534338609167772,False,0.9951362374792474,False
safety,Dataless L&S,geo_cka_mean,CKA Mean,representation,8,0.0536487407314486,-0.5416945497249113,0.975359483667894,0.9038218298157288,0.8763144717075614,0.899601458372774,0.9038218298157288,True,0.08470716220692012,0.5459815756684101,False,0.9951362374792474,False
safety,Dataless L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.0011381556167062497,-0.9721479066846124,0.6620052003001958,0.9980655241685474,0.9529293940911367,0.32966636221311685,0.9980655241685474,True,0.08470716220692012,0.5769691986114851,False,0.9995287815282359,False
safety,Dataless L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.19840855459783638,-0.7568162035717809,0.8889572002912749,0.6860444929441234,0.5958938407611417,0.6376318367604857,0.6860444929441234,True,0.08470716220692012,0.30677830252371335,False,0.941985855715674,False
safety,Dataless L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.20661149310842006,-0.7664572778565781,0.43547237535411637,0.6375089903524218,0.2914371557336004,0.6234871296127282,0.6375089903524218,True,0.08470716220692012,0.7421520834990913,False,0.9321736380688223,False
safety,Dataless L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.13518581578234104,-0.5828526548158501,0.8007012543999197,0.7786680020030045,0.7786680020030045,0.7495978498235005,0.7507254284367947,True,0.08470716220692012,0.5925051116408756,False,0.9719933826846916,False
safety,Dataless L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.2156461587050461,-0.7969544606573693,0.7562064472244823,0.642964446670005,0.642964446670005,0.6080238858122275,0.6081446392698594,True,0.08470716220692012,0.3620119506464364,False,0.9321736380688223,False
safety,Dataless L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.23907985106029153,-0.7660145400716781,0.7232695739740435,0.5685143700620464,0.4241362043064597,0.5685143700620464,0.4766994866198755,True,0.08470716220692012,0.5572983881492825,False,0.926314610313212,False
safety,Dataless L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.22819559227048097,-0.7205053267734919,0.7818526235746981,0.5867548234732101,0.49223835753630446,0.5867548234732101,0.5104288088093053,True,0.08470716220692012,0.5857732300795782,False,0.926314610313212,False
safety,Dataless L&S,qmd_raw,Quotient Dist.,weight space,8,0.31050377775713756,-0.6985392798268768,0.8395904638671688,0.590486347064805,0.3870806209313971,0.45414366582093063,0.590486347064805,True,0.08470716220692012,0.04506178969162707,False,0.9289846707445477,False
safety,Dataless L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.12378192643429134,-0.8217942274189379,0.4761661626922033,0.7702687186483361,0.6089133700550826,0.7702687186483361,0.7367128791448625,True,0.08470716220692012,0.30134841830164005,False,0.96750985898183,False
safety,Dataless L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.12378192643429123,-0.8217942274189382,0.4761661626922035,0.7702687186483361,0.6089133700550826,0.7702687186483361,0.7367128791448625,True,0.08470716220692012,0.30134841830164033,False,0.96750985898183,False
safety,Dataless L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.1296615098462741,-0.8395523326749816,0.48777151759715687,0.7595957798680902,0.5973960941412119,0.7595957798680902,0.7122591205575258,True,0.08470716220692012,0.3085673677618313,False,0.9664754933389061,False
safety,Dataless L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.15584608538861505,-0.9733227015960069,0.3820934334065715,0.7124856019862369,0.6334501752628944,0.7124856019862369,0.6452964956226284,True,0.08470716220692012,0.6290768383195108,False,0.9440777118422046,False
safety,Dataless L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.26116303638406974,-0.8088372367101933,0.6356689799915839,0.6578457875548721,0.3870806209313971,0.5321298509086446,0.6578457875548721,True,0.08470716220692012,0.11300325095086937,False,0.9321736380688223,False
safety,Dataless L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.32578565259112086,-0.6542453365850193,0.8542305516782966,0.5740433024974579,0.35953930896344516,0.4309977725428629,0.5740433024974579,True,0.08470716220692012,0.00915520819310295,False,0.926314610313212,False
safety,Dataless L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5214923682833064,-0.9970181902516575,0.28131806125657843,0.2886724909997742,0.08939974457215837,0.2886724909997742,0.19833564493758668,True,0.08470716220692012,,False,0.7164892762224612,False
safety,Dataless L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.42661256683403714,-0.7351862491360385,0.9613493335145414,0.39890252690901024,0.15070242656449553,0.39890252690901024,0.37725381414701803,True,0.08470716220692012,,False,0.8264292822554093,False
safety,Fisher Merging,beh_entropy_gap,Entropy Gap,behaviour,8,0.01777838268937289,-0.7591839826786607,0.6850090040269798,0.9729594391587381,0.9729594391587381,0.966630703239176,0.9689987847523623,True,0.07136258474379362,0.798712409942473,False,0.9991243645111704,False
safety,Fisher Merging,beh_js,JS Divergence,behaviour,8,0.42461163832928783,-0.5858296181823094,0.863622854881289,0.30162942387341585,0.20881321982974463,0.2943714374226015,0.30162942387341585,True,0.07136258474379362,0.4625813377352605,False,0.7292982536078205,False
safety,Fisher Merging,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.25975847202668473,-0.7352787282094402,0.7107519369865282,0.5864685895687111,0.5032548823234853,0.5344182085105602,0.5864685895687111,True,0.07136258474379362,0.8938671731007947,False,0.926314610313212,False
safety,Fisher Merging,beh_rank_corr,Rank Corr.,behaviour,8,-0.376971418431514,-0.8783878218752152,0.535123332525734,0.36261501450856876,0.35753630445668505,0.35728686446467384,0.36261501450856876,True,0.07136258474379362,0.6514875252061365,False,0.802671167768602,False
safety,Fisher Merging,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.5600806495637936,-0.8927550958494667,0.5013195581804586,0.1527290936404607,0.1527290936404607,0.14879632220905412,0.14528409513652935,True,0.07136258474379362,0.21860449756430816,False,0.502949544193561,False
safety,Fisher Merging,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.22816382693105558,-0.6791209310331894,0.9557979617660824,0.5868083428431341,0.45668502754131196,0.5868083428431341,0.5139505468614369,True,0.07136258474379362,0.534338609167772,False,0.926314610313212,False
safety,Fisher Merging,geo_cka_mean,CKA Mean,representation,8,-0.2355655828042201,-0.6312477667756944,0.7540821007547264,0.5743822732785265,0.40610916374561845,0.5743822732785265,0.49215049229929814,True,0.07136258474379362,0.5459815756684101,False,0.926314610313212,False
safety,Fisher Merging,geo_procrustes_mean,Procrustes Mean,representation,8,0.27210112589053415,-0.7276560534399774,0.7035281714649384,0.514433666630805,0.3405107661492238,0.514433666630805,0.4320577366632772,True,0.07136258474379362,0.5769691986114851,False,0.9101518717314243,False
safety,Fisher Merging,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.41157763031153266,-0.8505960532394864,0.4191625161401754,0.3425758289724957,0.19479218828242365,0.31101268258806936,0.3425758289724957,True,0.07136258474379362,0.30677830252371335,False,0.7758555426401161,False
safety,Fisher Merging,geo_svcca_mean,SVCCA Mean,representation,8,-0.2237292677299488,-0.7436082421165969,0.49541540057034733,0.6254805188363384,0.3485227841762644,0.5942958174849439,0.6254805188363384,True,0.07136258474379362,0.7421520834990913,False,0.9321736380688223,False
safety,Fisher Merging,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.1581548900312297,-0.6570558935509577,0.7450365367798683,0.7459884427469556,0.6329494241362043,0.7083673794178237,0.7459884427469556,True,0.07136258474379362,0.5925051116408756,False,0.9587978925696964,False
safety,Fisher Merging,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.2534550115701843,-0.8151372643342669,0.6399989913086959,0.5447318888605394,0.47070605908863294,0.5447318888605394,0.5376354753106322,True,0.07136258474379362,0.3620119506464364,False,0.9248786261896181,False
safety,Fisher Merging,grad_l2,Grad. L2 Dist.,gradient,8,0.15487737326038806,-0.7266691119734491,0.7484080895455859,0.7142153124371461,0.5167751627441162,0.7142153124371461,0.6921703330770567,True,0.07136258474379362,0.5572983881492825,False,0.9440777118422046,False
safety,Fisher Merging,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.20249514682021907,-0.8128434597969243,0.746931259091833,0.6305728859121891,0.43515272909364044,0.6305728859121891,0.5865925944297017,True,0.07136258474379362,0.5857732300795782,False,0.9321736380688223,False
safety,Fisher Merging,qmd_raw,Quotient Dist.,weight space,8,0.479626259314732,-0.35974684384407485,0.9225004937277179,0.2768284516753057,0.128693039559339,0.22910009596827596,0.2768284516753057,True,0.07136258474379362,0.04506178969162707,False,0.7051830564222654,False
safety,Fisher Merging,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.19482459766870894,-0.9081917413273807,0.5390231446589001,0.6438422275239086,0.5468202303455183,0.6438422275239086,0.6111951588502269,True,0.07136258474379362,0.30134841830164005,False,0.9321736380688223,False
safety,Fisher Merging,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.19482459766870888,-0.9081917413273806,0.5390231446589003,0.6438422275239086,0.5468202303455183,0.6438422275239086,0.6111951588502269,True,0.07136258474379362,0.30134841830164033,False,0.9321736380688223,False
safety,Fisher Merging,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.19416816029680306,-0.9161240038697606,0.5866665793079194,0.6449816878527382,0.5773660490736104,0.6449816878527382,0.5966121871977381,True,0.07136258474379362,0.3085673677618313,False,0.9321736380688223,False
safety,Fisher Merging,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.18697343483238463,-0.9524023097525988,0.5278353301639346,0.730095142714071,0.730095142714071,0.6575096402130461,0.6396170729892612,True,0.07136258474379362,0.6290768383195108,False,0.9560583016363076,False
safety,Fisher Merging,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.43601881049438856,-0.932862527283205,0.31390178305198635,0.32288385704719624,0.11417125688532799,0.2801708695312407,0.32288385704719624,True,0.07136258474379362,0.11300325095086937,False,0.7492932557036953,False
safety,Fisher Merging,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.4759579872346337,-0.40764821821950353,0.9223122800610262,0.28258227722526724,0.128693039559339,0.23319624574410236,0.28258227722526724,True,0.07136258474379362,0.00915520819310295,False,0.7090235838018529,False
safety,Fisher Merging,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.5022691799560667,-0.9384959525775828,0.32022306732261707,0.3099510402748083,0.15632183908045977,0.3099510402748083,0.30513176144244103,True,0.07136258474379362,,False,0.7357782722119877,False
safety,Fisher Merging,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.32943268519662683,-0.9518289297883693,0.8966084904879558,0.5436893203883495,0.42247765006385696,0.5237269605541002,0.5436893203883495,True,0.07136258474379362,,False,0.9248786261896181,False
safety,L&S,beh_entropy_gap,Entropy Gap,behaviour,8,-0.08777552535242127,-0.832913131215356,0.7487125945589826,0.8452419334837926,0.8032048072108162,0.8362642739480289,0.8452419334837926,True,0.028614725811201253,0.798712409942473,False,0.9891932399811311,False
safety,L&S,beh_js,JS Divergence,behaviour,8,0.21930583685822586,-0.6212963935524758,0.7848520064886451,0.6017957309907844,0.4897346019028543,0.6017957309907844,0.5997619106668981,True,0.028614725811201253,0.4625813377352605,False,0.9321736380688223,False
safety,L&S,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.22011902801674887,-0.8855560226943,0.6802279211215194,0.610079115101312,0.5087631447170756,0.6004146531705347,0.610079115101312,True,0.028614725811201253,0.8938671731007947,False,0.9321736380688223,False
safety,L&S,beh_rank_corr,Rank Corr.,behaviour,8,-0.18950520004803076,-0.8750684224180276,0.6069242060631047,0.653093039712436,0.5988983475212819,0.653093039712436,0.6479501996478262,True,0.028614725811201253,0.6514875252061365,False,0.9321736380688223,False
safety,L&S,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.35219015481201155,-0.7727200521986385,0.5848802440397671,0.39959326405595097,0.25788683024536807,0.3922176508416341,0.39959326405595097,True,0.028614725811201253,0.21860449756430816,False,0.8264292822554093,False
safety,L&S,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.06343584857948335,-0.6499378030947645,0.7452790940389363,0.8813764894839071,0.8212318477716575,0.8813764894839071,0.8684804444334218,True,0.028614725811201253,0.534338609167772,False,0.9951362374792474,False
safety,L&S,geo_cka_mean,CKA Mean,representation,8,-0.049638891547083494,-0.6047520148719567,0.7131825065734904,0.9073610415623435,0.9073610415623435,0.9070798543239075,0.9012425287071253,True,0.028614725811201253,0.5459815756684101,False,0.9951362374792474,False
safety,L&S,geo_procrustes_mean,Procrustes Mean,representation,8,0.07000824841299043,-0.6589563423599526,0.6647607311264208,0.8691628051687965,0.8107160741111668,0.8691628051687965,0.8433818605689343,True,0.028614725811201253,0.5769691986114851,False,0.9951362374792474,False
safety,L&S,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.18251841027532723,-0.7525111339160571,0.5855445018209211,0.6681133900448898,0.6054081121682524,0.6653023122109345,0.6681133900448898,True,0.028614725811201253,0.30677830252371335,False,0.9369882909166136,False
safety,L&S,geo_svcca_mean,SVCCA Mean,representation,8,-0.1985137635090629,-0.8431050973523269,0.6501991530306235,0.6549824737105658,0.6549824737105658,0.6374498034492719,0.6345080727164505,True,0.028614725811201253,0.7421520834990913,False,0.9321736380688223,False
safety,L&S,grad_cosine,Grad. Cos. Sim.,gradient,8,0.05965224954471289,-0.632033569884197,0.8776738611973538,0.888417081375378,0.7240861291937907,0.888417081375378,0.8733662359564495,True,0.028614725811201253,0.5925051116408756,False,0.9951362374792474,False
safety,L&S,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.027189393940008924,-0.7062613761387854,0.7026509586033164,0.972458688032048,0.972458688032048,0.9490448667077385,0.9492820118548647,True,0.028614725811201253,0.3620119506464364,False,0.9991243645111704,False
safety,L&S,grad_l2,Grad. L2 Dist.,gradient,8,0.053645460408039324,-0.5801632693252339,0.7792463043336544,0.8996075736270989,0.7626439659489234,0.8996075736270989,0.889462066913023,True,0.028614725811201253,0.5572983881492825,False,0.9951362374792474,False
safety,L&S,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.04944720442648023,-0.7370253546629143,0.619566523029134,0.9074375054682569,0.842764146219329,0.9074375054682569,0.8864115473326555,True,0.028614725811201253,0.5857732300795782,False,0.9951362374792474,False
safety,L&S,qmd_raw,Quotient Dist.,weight space,8,0.28569313586947337,-0.5263822667594305,0.8149796006481206,0.5158354207484933,0.46870305458187284,0.4927596912361325,0.5158354207484933,True,0.028614725811201253,0.04506178969162707,False,0.9110745059295061,False
safety,L&S,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.07767075373394848,-0.7106735173573482,0.6613053644192697,0.8549519866221075,0.829744616925388,0.8549519866221075,0.8545919000024801,True,0.028614725811201253,0.30134841830164005,False,0.9909017986045702,False
safety,L&S,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.07767075373394845,-0.7106735173573481,0.6613053644192699,0.8549519866221075,0.829744616925388,0.8549519866221075,0.8545919000024801,True,0.028614725811201253,0.30134841830164033,False,0.9909017986045702,False
safety,L&S,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.07570720531779321,-0.7097520303079122,0.7000156075801924,0.8585904598454329,0.8542814221331998,0.8585904598454329,0.8572456040276779,True,0.028614725811201253,0.3085673677618313,False,0.9914872308462694,False
safety,L&S,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.12057417388754442,-0.880226793811885,0.5626168705646226,0.8422633950926389,0.8422633950926389,0.7761050213535128,0.728057339847722,True,0.028614725811201253,0.6290768383195108,False,0.9891932399811311,False
safety,L&S,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.23836463029878419,-0.7616620932097097,0.48423379143325246,0.587113414845862,0.48372558838257385,0.5697069170638182,0.587113414845862,True,0.028614725811201253,0.11300325095086937,False,0.926314610313212,False
safety,L&S,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.2775728574647463,-0.530666930008977,0.802672082617331,0.5238957367128791,0.471707561342013,0.5056655828157226,0.5238957367128791,True,0.028614725811201253,0.00915520819310295,False,0.9136635588267397,False
safety,L&S,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.33785049019500557,-0.9872158558537977,0.9224760025789506,0.6559386973180077,0.6559386973180077,0.5125058911410116,0.5201109570041609,True,0.028614725811201253,,False,0.9321736380688223,False
safety,L&S,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.27096341644382077,-0.9027537631569874,0.9743994313586717,0.734610472541507,0.734610472541507,0.6035021012782952,0.6144244105409153,True,0.028614725811201253,,False,0.9572021559385359,False
safety,Model soup,beh_entropy_gap,Entropy Gap,behaviour,8,-0.04275417176439026,-0.6877458564918097,0.6449605659009663,0.9199335633249801,0.8748122183274912,0.9199335633249801,0.9188512189677835,True,0.03156198208353738,0.798712409942473,False,0.9953512560137497,False
safety,Model soup,beh_js,JS Divergence,behaviour,8,0.2388473875495794,-0.9269625363372715,0.8341820367219003,0.5923960219240594,0.4782173259889835,0.5689018810356564,0.5923960219240594,True,0.03156198208353738,0.4625813377352605,False,0.9289846707445477,False
safety,Model soup,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.23248941256334898,-0.7742759715115365,0.5820835543748023,0.5807891669353439,0.5368052078117176,0.5795355923197956,0.5807891669353439,True,0.03156198208353738,0.8938671731007947,False,0.926314610313212,False
safety,Model soup,beh_rank_corr,Rank Corr.,behaviour,8,-0.15429394155961348,-0.7794691307052498,0.8725709916897322,0.7387713598373056,0.6735102653980971,0.7152575886114191,0.7387713598373056,True,0.03156198208353738,0.6514875252061365,False,0.9579107467170905,False
safety,Model soup,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.42169998839607203,-0.8243198804668865,0.9231346166702813,0.3001165645693311,0.2128192288432649,0.29805070990304966,0.3001165645693311,True,0.03156198208353738,0.21860449756430816,False,0.7291564420874593,False
safety,Model soup,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.026386439618206258,-0.6395696851215066,0.9252958446800638,0.985478217325989,0.985478217325989,0.9505481586091046,0.9400064482527715,True,0.03156198208353738,0.534338609167772,False,0.9991243645111704,False
safety,Model soup,geo_cka_mean,CKA Mean,representation,8,-0.03201229606145515,-0.49600600988743265,0.761020639369329,0.9964947421131698,0.9964947421131698,0.9400179320422475,0.9235386027132264,True,0.03156198208353738,0.5459815756684101,False,0.9993915291541964,False
safety,Model soup,geo_procrustes_mean,Procrustes Mean,representation,8,0.055796917932023724,-0.7974266137691044,0.5823813822204659,0.9072691649512661,0.8783174762143214,0.8955977164688962,0.9072691649512661,True,0.03156198208353738,0.5769691986114851,False,0.9951362374792474,False
safety,Model soup,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.17707007908365566,-0.8370206574570842,0.8871737185217548,0.6748681028331577,0.6219328993490235,0.6748681028331577,0.6684358026834651,True,0.03156198208353738,0.30677830252371335,False,0.9400921755482075,False
safety,Model soup,geo_svcca_mean,SVCCA Mean,representation,8,-0.20542669507334504,-0.7430568657646967,0.49566578519051363,0.653753627142184,0.4972458688032048,0.6255240496711736,0.653753627142184,True,0.03156198208353738,0.7421520834990913,False,0.9321736380688223,False
safety,Model soup,grad_cosine,Grad. Cos. Sim.,gradient,8,0.03245192697451459,-0.5328055688947558,0.9487324129427757,0.9476947496341857,0.7961942914371557,0.9391953377276352,0.9476947496341857,True,0.03156198208353738,0.5925051116408756,False,0.9991243645111704,False
safety,Model soup,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.024372391488584114,-0.7974761886415633,0.942735363522577,0.9899849774661993,0.9899849774661993,0.9543190912525478,0.9532253664343642,True,0.03156198208353738,0.3620119506464364,False,0.9991243645111704,False
safety,Model soup,grad_l2,Grad. L2 Dist.,gradient,8,0.06009294348317917,-0.75281455136479,0.7426500048485318,0.8875966937787917,0.7601402103154732,0.8875966937787917,0.858857667220555,True,0.03156198208353738,0.5572983881492825,False,0.9951362374792474,False
safety,Model soup,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.08393167562215402,-0.7934946941782367,0.8533871728620439,0.8469780015376602,0.7391086629944917,0.8433656198843978,0.8469780015376602,True,0.03156198208353738,0.5857732300795782,False,0.9891932399811311,False
safety,Model soup,qmd_raw,Quotient Dist.,weight space,8,0.27476036156923117,-0.8278802474390392,0.9173715507080107,0.5101652939341381,0.44516775162744116,0.5101652939341381,0.48518141911162915,True,0.03156198208353738,0.04506178969162707,False,0.9072527134395755,False
safety,Model soup,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.15500609426327658,-0.794750383796455,0.763805578750708,0.7139854096989261,0.7050575863795694,0.7139854096989261,0.7073485280623001,True,0.03156198208353738,0.30134841830164005,False,0.9440777118422046,False
safety,Model soup,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.15500609426327652,-0.794750383796455,0.7638055787507083,0.7139854096989261,0.7050575863795694,0.7139854096989261,0.7073485280623001,True,0.03156198208353738,0.30134841830164033,False,0.9440777118422046,False
safety,Model soup,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.1724194212996091,-0.8070880346706824,0.7936207150037196,0.685027541311968,0.685027541311968,0.6830636463298261,0.6679645842117011,True,0.03156198208353738,0.3085673677618313,False,0.941985855715674,False
safety,Model soup,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.32349451937415874,-0.9505797761167568,0.4931044509497181,0.5608412618928392,0.5608412618928392,0.43443586566153125,0.4098608665459686,True,0.03156198208353738,0.6290768383195108,False,0.926314610313212,False
safety,Model soup,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.253232325484003,-0.8976485505410506,0.7960972751690741,0.5450975478025769,0.45668502754131196,0.5450975478025769,0.5422236551672825,True,0.03156198208353738,0.11300325095086937,False,0.9248786261896181,False
safety,Model soup,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.2820738864955964,-0.8265394917643308,0.9218500428472305,0.4984960660371373,0.43214822233350025,0.4984960660371373,0.4563874903896233,True,0.03156198208353738,0.00915520819310295,False,0.8961880320480721,False
safety,Model soup,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.40416988747802246,-0.9442278794000194,0.49480672740781295,0.4267564108073608,0.3412515964240102,0.4267564108073608,0.3606102635228849,True,0.03156198208353738,,False,0.8494093945877277,False
safety,Model soup,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.2864503432445295,-0.8237872899392669,0.9558756436637804,0.636615811373093,0.4444444444444444,0.582076654597401,0.636615811373093,True,0.03156198208353738,,False,0.9321736380688223,False
safety,RegMean,beh_entropy_gap,Entropy Gap,behaviour,8,-0.15877376095872034,-0.8622853903102478,0.77916058216345,0.7441161742613921,0.7441161742613921,0.7072645414279481,0.7127055380570918,True,0.21827347357062837,0.798712409942473,False,0.9579107467170905,False
safety,RegMean,beh_js,JS Divergence,behaviour,8,0.18431015867131792,-0.603479926554553,0.7336373176397726,0.6621650180286347,0.5793690535803706,0.6621650180286347,0.6590114332481833,True,0.21827347357062837,0.4625813377352605,False,0.9324364539586897,False
safety,RegMean,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.16556200742173072,-0.7650113633143248,0.6037985612245808,0.6951973172556944,0.5693540310465699,0.6951973172556944,0.6941296098807074,True,0.21827347357062837,0.8938671731007947,False,0.941985855715674,False
safety,RegMean,beh_rank_corr,Rank Corr.,behaviour,8,-0.09209381008118085,-0.634514747941088,0.5957313028990897,0.828297962480638,0.7726589884827241,0.828297962480638,0.8238882964212197,True,0.21827347357062837,0.6514875252061365,False,0.9891932399811311,False
safety,RegMean,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.4136388995323797,-0.8733194013564332,0.5575688475620902,0.3625438157235854,0.3625438157235854,0.3083517435768942,0.3044567347040004,True,0.21827347357062837,0.21860449756430816,False,0.802671167768602,False
safety,RegMean,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.14397179306730598,-0.661262161698426,0.8621283748080957,0.8422906177922175,0.6730095142714071,0.7337599787755106,0.8422906177922175,True,0.21827347357062837,0.534338609167772,False,0.9891932399811311,False
safety,RegMean,geo_cka_mean,CKA Mean,representation,8,-0.17805976610020094,-0.6864123894525128,0.7471850611317837,0.7848515661813943,0.71407110665999,0.6731276107698433,0.7848515661813943,True,0.21827347357062837,0.5459815756684101,False,0.9724629322223064,False
safety,RegMean,geo_procrustes_mean,Procrustes Mean,representation,8,0.16027559781768075,-0.6882214441966157,0.694996580482765,0.7596289774559163,0.7411116675012519,0.7045900956560294,0.7596289774559163,True,0.21827347357062837,0.5769691986114851,False,0.9664754933389061,False
safety,RegMean,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.1692229148835587,-0.7335014063267373,0.607632217758569,0.6887124135851583,0.6384576865297947,0.6887124135851583,0.6747600505939833,True,0.21827347357062837,0.30677830252371335,False,0.941985855715674,False
safety,RegMean,geo_svcca_mean,SVCCA Mean,representation,8,-0.17645066087223316,-0.7709798202191447,0.8554477584650855,0.7070605908863294,0.7070605908863294,0.6759580710165517,0.6713871183750403,True,0.21827347357062837,0.7421520834990913,False,0.9440777118422046,False
safety,RegMean,grad_cosine,Grad. Cos. Sim.,gradient,8,0.14517769877351872,-0.4455299812979551,0.876297042848639,0.7315924395130006,0.5322984476715072,0.7315924395130006,0.7036531832047817,True,0.21827347357062837,0.5925051116408756,False,0.9560583016363076,False
safety,RegMean,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,0.1597862140461056,-0.4276755739679398,0.746072968003549,0.7054612930196502,0.5393089634451678,0.7054612930196502,0.7031571637608194,True,0.21827347357062837,0.3620119506464364,False,0.9440777118422046,False
safety,RegMean,grad_l2,Grad. L2 Dist.,gradient,8,-0.08401236737667386,-0.8367863059372963,0.6076977056313264,0.9163959227201707,0.8708062093139709,0.8432164490040949,0.9163959227201707,True,0.21827347357062837,0.5572983881492825,False,0.9952463588828716,False
safety,RegMean,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,0.036064036325060216,-0.6628331338498006,0.6963749315645521,0.99899849774662,0.99899849774662,0.9324385401443531,0.9362367004786588,True,0.21827347357062837,0.5857732300795782,False,0.9995287815282359,False
safety,RegMean,qmd_raw,Quotient Dist.,weight space,8,0.2303889927490945,-0.5876043727865993,0.799935523173883,0.5830632747839735,0.5613420130195292,0.5830632747839735,0.5418268396121128,True,0.21827347357062837,0.04506178969162707,False,0.926314610313212,False
safety,RegMean,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.33046011599697006,-0.8681693338911913,0.7551661488598088,0.6334501752628944,0.6334501752628944,0.42401885752883445,0.4236006051437216,True,0.21827347357062837,0.30134841830164005,False,0.9321736380688223,False
safety,RegMean,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.3304601159969701,-0.8681693338911912,0.7551661488598094,0.6334501752628944,0.6334501752628944,0.42401885752883445,0.4236006051437216,True,0.21827347357062837,0.30134841830164033,False,0.9321736380688223,False
safety,RegMean,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.3439706238314333,-0.8868710623907174,0.8046320544604444,0.6474712068102153,0.6474712068102153,0.40412085689320965,0.40676074502120485,True,0.21827347357062837,0.3085673677618313,False,0.9321736380688223,False
safety,RegMean,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.5450523985614996,-0.9392054241545614,0.7374364902175663,0.6354531797696544,0.6354531797696544,0.1623939844751817,0.14749138166216116,True,0.21827347357062837,0.6290768383195108,False,0.9321736380688223,False
safety,RegMean,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.27155358394918117,-0.8275100024604779,0.6160954014146028,0.557336004006009,0.557336004006009,0.5153141956779435,0.49068723493960964,True,0.21827347357062837,0.11300325095086937,False,0.926314610313212,False
safety,RegMean,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.21649338623205835,-0.6367659995245767,0.7879816917174295,0.613420130195293,0.613420130195293,0.6065801986678576,0.5676198506981474,True,0.21827347357062837,0.00915520819310295,False,0.9321736380688223,False
safety,RegMean,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.21308550395560116,-0.922939130398586,0.8592823816918238,0.6881226053639847,0.6881226053639847,0.6852093637449586,0.6477115117891817,True,0.21827347357062837,,False,0.941985855715674,False
safety,RegMean,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.07079430664829957,-0.9137477285241115,0.8536807397153791,0.9118773946360154,0.9118773946360154,0.8939859446728143,0.8945908460471568,True,0.21827347357062837,,False,0.9951362374792474,False
safety,TIES,beh_entropy_gap,Entropy Gap,behaviour,8,-0.18594406068588645,-0.7464918278905464,0.6526756502479545,0.6593078439650727,0.6154231347020531,0.6593078439650727,0.6417499565982987,True,0.16493421157813462,0.798712409942473,False,0.9321736380688223,False
safety,TIES,beh_js,JS Divergence,behaviour,8,0.28457744756346603,-0.6580964671115643,0.9381478436244918,0.49847474020981625,0.39208813219829747,0.4945252797184872,0.49847474020981625,True,0.16493421157813462,0.4625813377352605,False,0.8961880320480721,False
safety,TIES,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.16264653572303764,-0.887936396750205,0.5457635391793846,0.7003733555677317,0.5873810716074112,0.7003733555677317,0.6732719922620967,True,0.16493421157813462,0.8938671731007947,False,0.941985855715674,False
safety,TIES,beh_rank_corr,Rank Corr.,behaviour,8,-0.17337621132636682,-0.8263384170147186,0.6205342499992522,0.6926663525210188,0.6299449173760641,0.6813753194381866,0.6926663525210188,True,0.16493421157813462,0.6514875252061365,False,0.941985855715674,False
safety,TIES,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.49136695917631235,-0.9691603158225884,0.6438789893485113,0.21849656506535056,0.21231847771657486,0.2162410109470262,0.21849656506535056,True,0.16493421157813462,0.21860449756430816,False,0.6190414493214079,False
safety,TIES,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.04501255301527757,-0.609543226974656,0.929621560565221,0.971457185778668,0.971457185778668,0.9157153953937619,0.8987624314873143,True,0.16493421157813462,0.534338609167772,False,0.9991243645111704,False
safety,TIES,geo_cka_mean,CKA Mean,representation,8,-0.08617094940595535,-0.6103182628617407,0.6902013196190437,0.8657986980470707,0.8657986980470707,0.8392275088681055,0.8096773393517026,True,0.16493421157813462,0.5459815756684101,False,0.9949895472219787,False
safety,TIES,geo_procrustes_mean,Procrustes Mean,representation,8,0.10503669310387176,-0.6874096396228407,0.6769856347194461,0.8044999548135258,0.7606409614421632,0.8044999548135258,0.7841819399320453,True,0.16493421157813462,0.5769691986114851,False,0.9788788357505956,False
safety,TIES,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.23199205113495872,-0.88297457758835,0.6077454705409325,0.5803702619527,0.49223835753630446,0.5803702619527,0.5684878847250813,True,0.16493421157813462,0.30677830252371335,False,0.926314610313212,False
safety,TIES,geo_svcca_mean,SVCCA Mean,representation,8,-0.2668298363703302,-0.7766800361272214,0.4691890716023193,0.5316584410108877,0.4752128192288433,0.5229340710622453,0.5316584410108877,True,0.16493421157813462,0.7421520834990913,False,0.9136635588267397,False
safety,TIES,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.0031984250611308104,-0.6961501198867647,0.8171303209470588,0.995263014310161,0.8843264897346019,0.7423090657390172,0.995263014310161,True,0.16493421157813462,0.5925051116408756,False,0.9991243645111704,False
safety,TIES,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.03648082594321047,-0.7308965780455724,0.7086142442731791,0.9619429143715573,0.9619429143715573,0.9316591147940436,0.9332357828426874,True,0.16493421157813462,0.3620119506464364,False,0.9991243645111704,False
safety,TIES,grad_l2,Grad. L2 Dist.,gradient,8,0.0893281314960933,-0.6445237612660067,0.7369468570959451,0.833398614495631,0.6965448172258387,0.833398614495631,0.803030678802609,True,0.16493421157813462,0.5572983881492825,False,0.9891932399811311,False
safety,TIES,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.10402076132872125,-0.8583434592095787,0.7192940224534594,0.8136206939312021,0.7366049073610416,0.8063634277487961,0.8136206939312021,True,0.16493421157813462,0.5857732300795782,False,0.981465522399527,False
safety,TIES,qmd_raw,Quotient Dist.,weight space,8,0.3469224178392943,-0.5809407372331525,0.9657025519862589,0.39982836041009634,0.32448673009514273,0.39982836041009634,0.3798516901862553,True,0.16493421157813462,0.04506178969162707,False,0.8264292822554093,False
safety,TIES,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.3519721411638066,-0.8428809431680384,0.5559769221758555,0.5262894341512269,0.5262894341512269,0.3925313632519577,0.40095731752684705,True,0.16493421157813462,0.30134841830164005,False,0.9136635588267397,False
safety,TIES,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.3519721411638066,-0.8428809431680387,0.5559769221758561,0.5262894341512269,0.5262894341512269,0.3925313632519577,0.40095731752684705,True,0.16493421157813462,0.30134841830164033,False,0.9136635588267397,False
safety,TIES,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.35505069890204566,-0.850975003234999,0.6109588828964814,0.5503254882323485,0.5503254882323485,0.3881116552340951,0.39532749683787605,True,0.16493421157813462,0.3085673677618313,False,0.926314610313212,False
safety,TIES,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.48880008254628277,-0.9706541556207485,0.5599342891978948,0.5247871807711567,0.5247871807711567,0.21901960662367628,0.2341955804667543,True,0.16493421157813462,0.6290768383195108,False,0.9136635588267397,False
safety,TIES,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.363407207220066,-0.9501314540953136,0.5516870464150133,0.3762262763150848,0.30095142714071105,0.3762262763150848,0.36231740284219144,True,0.16493421157813462,0.11300325095086937,False,0.8112379083044016,False
safety,TIES,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.34557245842871787,-0.603922430859622,0.9570838342655467,0.40178900312909915,0.3304957436154231,0.40178900312909915,0.38615113712457527,True,0.16493421157813462,0.00915520819310295,False,0.8283896777661706,False
safety,TIES,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.3624470695379956,-0.984056068000485,0.9777904054253644,0.49375866851595007,0.4725415070242657,0.4801363469382466,0.49375866851595007,True,0.16493421157813462,,False,0.8918677520314281,False
safety,TIES,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,0.1988464092720698,-0.9782957234824261,0.9866632528861125,0.7192848020434227,0.7192848020434227,0.7056615691109861,0.6879334257975035,True,0.16493421157813462,,False,0.9459463406797237,False
safety,Task arithmetic,beh_entropy_gap,Entropy Gap,behaviour,8,-0.01261834308310812,-0.6535361650740412,0.7391249072714424,0.9889834752128193,0.9889834752128193,0.9753885027386964,0.9745046005803427,True,0.09216513251149401,0.798712409942473,False,0.9991243645111704,False
safety,Task arithmetic,beh_js,JS Divergence,behaviour,8,0.4216602372670046,-0.42925808581174446,0.9599129130761155,0.29810109368587095,0.18177265898848272,0.29810109368587095,0.2795565586170978,True,0.09216513251149401,0.4625813377352605,False,0.7276760187850859,False
safety,Task arithmetic,beh_logit_cosine,Logit Cos. Sim.,behaviour,8,-0.44415358202616295,-0.9446677810456452,0.30638507638576784,0.27650603903673027,0.1412118177265899,0.27025426784687795,0.27650603903673027,True,0.09216513251149401,0.8938671731007947,False,0.7051830564222654,False
safety,Task arithmetic,beh_rank_corr,Rank Corr.,behaviour,8,-0.3279958628931355,-0.84397922364931,0.48650597714594945,0.44103568859899306,0.29944917376064095,0.4276919768043276,0.44103568859899306,True,0.09216513251149401,0.6514875252061365,False,0.8606022476674777,False
safety,Task arithmetic,beh_topk_overlap,Top-$k$ Overlap,behaviour,8,-0.5776345029429399,-0.9521092699301367,0.48076295055939333,0.16925388082123186,0.16925388082123186,0.13373785136303676,0.13201557501054043,True,0.09216513251149401,0.21860449756430816,False,0.5373551124232362,False
safety,Task arithmetic,geo_cka_late_minus_early,CKA Late$-$Early,representation,8,-0.12091219297895726,-0.6938221067050807,0.8324034122164704,0.9190248257731704,0.6935403104656985,0.7754895806811781,0.9190248257731704,True,0.09216513251149401,0.534338609167772,False,0.9953512560137497,False
safety,Task arithmetic,geo_cka_mean,CKA Mean,representation,8,-0.17845594163818856,-0.6214881366591034,0.7151563498334798,0.8260459810024553,0.46619929894842266,0.6724312396879384,0.8260459810024553,True,0.09216513251149401,0.5459815756684101,False,0.9891932399811311,False
safety,Task arithmetic,geo_procrustes_mean,Procrustes Mean,representation,8,0.21112855933356078,-0.7891413516077206,0.6910047283602425,0.700801071401999,0.39509263895843766,0.6157405279706262,0.700801071401999,True,0.09216513251149401,0.5769691986114851,False,0.941985855715674,False
safety,Task arithmetic,geo_subspace_overlap_mean,Subspace Ov. Mean,representation,8,-0.294254617908273,-0.9239252453280052,0.6104322552238923,0.47929315267730754,0.3585378067100651,0.47929315267730754,0.4766994866198755,True,0.09216513251149401,0.30677830252371335,False,0.884825743992694,False
safety,Task arithmetic,geo_svcca_mean,SVCCA Mean,representation,8,-0.08408240000457641,-0.6771993470760796,0.6846959762443858,0.8592889334001002,0.8592889334001002,0.8430869864284142,0.8439274819572927,True,0.09216513251149401,0.7421520834990913,False,0.9914872308462694,False
safety,Task arithmetic,grad_cosine,Grad. Cos. Sim.,gradient,8,-0.1640544590471882,-0.6623710805355483,0.8633634238491581,0.712507130279507,0.6414621932899349,0.6978725011518548,0.712507130279507,True,0.09216513251149401,0.5925051116408756,False,0.9440777118422046,False
safety,Task arithmetic,grad_cosine_layer_min,Grad. Cos. Min Layer,gradient,8,-0.12302874187291304,-0.8018820088974378,0.7876850558112213,0.7779072939659235,0.7756634952428643,0.7716382540141645,0.7779072939659235,True,0.09216513251149401,0.3620119506464364,False,0.9719933826846916,False
safety,Task arithmetic,grad_l2,Grad. L2 Dist.,gradient,8,0.28054352926748083,-0.4985670926260825,0.8366998855512754,0.5919000024800972,0.18477716574862293,0.500929313390784,0.5919000024800972,True,0.09216513251149401,0.5572983881492825,False,0.9289846707445477,False
safety,Task arithmetic,grad_norm_ratio,Grad. Magn. Ratio,gradient,8,-0.3067867580139214,-0.8737656280333065,0.5397963964229877,0.525904615460926,0.22934401602403606,0.4598484737246375,0.525904615460926,True,0.09216513251149401,0.5857732300795782,False,0.9136635588267397,False
safety,Task arithmetic,qmd_raw,Quotient Dist.,weight space,8,0.34832620094283245,-0.628619529455539,0.970472397503336,0.39779396963727137,0.3405107661492238,0.39779396963727137,0.36385506311847426,True,0.09216513251149401,0.04506178969162707,False,0.8264292822554093,False
safety,Task arithmetic,ret_gain_over_identity,Gain over Identity,retrieval,8,-0.34448224262349725,-0.8371116356911584,0.7425152565973356,0.5668502754131197,0.5668502754131197,0.40337543795778025,0.4072319634929689,True,0.09216513251149401,0.30134841830164005,False,0.926314610313212,False
safety,Task arithmetic,ret_procrustes_p_at_1,Procrustes P@1,retrieval,8,-0.34448224262349714,-0.8371116356911583,0.7425152565973354,0.5668502754131197,0.5668502754131197,0.40337543795778125,0.4072319634929689,True,0.09216513251149401,0.30134841830164033,False,0.926314610313212,False
safety,Task arithmetic,ret_ridge_p_at_1,Ridge P@1,retrieval,8,-0.35681778617425125,-0.8491999784910382,0.7455503670538554,0.5718577866800201,0.5718577866800201,0.38558470456331334,0.3952282929490836,True,0.09216513251149401,0.3085673677618313,False,0.926314610313212,False
safety,Task arithmetic,tv_cosine,TV Cosine,"weight space
(task vectors)",8,-0.4235569868528279,-0.9736011421212741,0.7003208000987211,0.642463695543315,0.642463695543315,0.29570158370077987,0.31430272066665016,True,0.09216513251149401,0.6290768383195108,False,0.9321736380688223,False
safety,Task arithmetic,tv_norm_ratio,TV Norm Ratio,"weight space
(task vectors)",8,-0.33049760603938705,-0.9410246604652911,0.6395332620308187,0.4239630796815846,0.400100150225338,0.4239630796815846,0.3810669378239627,True,0.09216513251149401,0.11300325095086937,False,0.8484541484040733,False
safety,Task arithmetic,tv_qmd_raw,TV Quotient Dist.,"weight space
(task vectors)",8,0.337815692177119,-0.6453657194721472,0.951447091790372,0.41313495352816965,0.3640460691036555,0.41313495352816965,0.37647875796731234,True,0.09216513251149401,0.00915520819310295,False,0.8398800774280597,False
safety,Task arithmetic,tv_spectral_overcounting,TV Spectral Over-count,"weight space
(task vectors)",8,-0.05624165750936499,-0.8324938389386196,0.9927222944520845,0.9157264633981882,0.908301404853129,0.9157264633981882,0.912621359223301,True,0.09216513251149401,,False,0.9952463588828716,False
safety,Task arithmetic,tv_subspace_overlap,TV Subspace Ov.,"weight space
(task vectors)",8,-0.10971725839883022,-0.9707665917082055,0.8359133200092801,0.8360844938175273,0.7918263090676884,0.8360844938175273,0.8044382801664355,True,0.09216513251149401,,False,0.9891932399811311,False
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