Datasets:

GabeA
/

chatbench-results

model_name large_stringclasses 13 values	task_id large_stringclasses 8 values	task_name large_stringclasses 8 values	mrr_at_10 float64 0.03 1	map_at_10 float64 0.02 1	recall_at_1 float64 0 1	recall_at_5 float64 0.06 1	recall_at_10 float64 0.08 1	ndcg_at_10 float64 0.03 1	num_queries int64 82 554	num_corpus_docs int64 1.17k 1.6k
Snowflake/snowflake-arctic-embed-l-v2.0	conversation_similarity	Conversation Similarity	0.110995	0.053971	0	0.207317	0.487805	0.113735	82	1,595
Snowflake/snowflake-arctic-embed-l-v2.0	cross_channel	Cross Channel	0.036838	0.015592	0.01083	0.061372	0.128159	0.031636	554	1,595
Snowflake/snowflake-arctic-embed-l-v2.0	cross_platform_transfer	Cross-Platform Transfer (slack)	0.546397	0.546397	0.460177	0.663717	0.690265	0.582033	113	1,232
Snowflake/snowflake-arctic-embed-l-v2.0	response_retrieval	Response Retrieval	0.378139	0.378139	0.302	0.47	0.55	0.41906	500	1,173
Snowflake/snowflake-arctic-embed-l-v2.0	specific_detail	Specific Detail	0.049604	0.049604	0.025594	0.078611	0.11883	0.065757	547	1,595
Snowflake/snowflake-arctic-embed-l-v2.0	thread_discrimination	Thread Discrimination	0.031183	0.031183	0.013861	0.057426	0.083168	0.043306	505	1,595
Snowflake/snowflake-arctic-embed-l-v2.0	thread_retrieval	Thread Retrieval	0.299221	0.299221	0.252	0.36	0.394	0.322081	500	1,232
Snowflake/snowflake-arctic-embed-l-v2.0	topic_retrieval	Topic Retrieval	0.040515	0.04019	0.009747	0.089669	0.122807	0.059599	513	1,595
BAAI/bge-base-en-v1.5	conversation_similarity	Conversation Similarity	0.105468	0.04746	0	0.268293	0.390244	0.099873	82	1,595
BAAI/bge-base-en-v1.5	cross_channel	Cross Channel	0.225707	0.099526	0.119134	0.362816	0.561372	0.171804	554	1,595
BAAI/bge-base-en-v1.5	cross_platform_transfer	Cross-Platform Transfer (slack)	0.717794	0.717794	0.628319	0.831858	0.867257	0.754767	113	1,232
BAAI/bge-base-en-v1.5	response_retrieval	Response Retrieval	0.461937	0.461937	0.382	0.574	0.628	0.502061	500	1,173
BAAI/bge-base-en-v1.5	specific_detail	Specific Detail	0.243507	0.243507	0.131627	0.407678	0.559415	0.317752	547	1,595
BAAI/bge-base-en-v1.5	thread_discrimination	Thread Discrimination	0.323648	0.323648	0.184158	0.512871	0.69505	0.41105	505	1,595
BAAI/bge-base-en-v1.5	thread_retrieval	Thread Retrieval	0.494629	0.494629	0.434	0.576	0.638	0.528843	500	1,232
BAAI/bge-base-en-v1.5	topic_retrieval	Topic Retrieval	0.303998	0.302726	0.169591	0.487329	0.65692	0.385943	513	1,595
BAAI/bge-large-en-v1.5	conversation_similarity	Conversation Similarity	0.098505	0.043373	0	0.280488	0.341463	0.087905	82	1,595
BAAI/bge-large-en-v1.5	cross_channel	Cross Channel	0.251994	0.113193	0.140794	0.386282	0.570397	0.188774	554	1,595
BAAI/bge-large-en-v1.5	cross_platform_transfer	Cross-Platform Transfer (slack)	0.733772	0.733772	0.646018	0.849558	0.902655	0.774795	113	1,232
BAAI/bge-large-en-v1.5	response_retrieval	Response Retrieval	0.466851	0.466851	0.392	0.564	0.63	0.506044	500	1,173
BAAI/bge-large-en-v1.5	specific_detail	Specific Detail	0.288585	0.288585	0.160878	0.457038	0.612431	0.365043	547	1,595
BAAI/bge-large-en-v1.5	thread_discrimination	Thread Discrimination	0.443131	0.443131	0.275248	0.657426	0.829703	0.535058	505	1,595
BAAI/bge-large-en-v1.5	thread_retrieval	Thread Retrieval	0.505663	0.505663	0.434	0.602	0.658	0.54241	500	1,232
BAAI/bge-large-en-v1.5	topic_retrieval	Topic Retrieval	0.364141	0.361466	0.233918	0.553606	0.692008	0.43934	513	1,595
BAAI/bge-m3	conversation_similarity	Conversation Similarity	0.117005	0.051816	0	0.256098	0.426829	0.107244	82	1,595
BAAI/bge-m3	cross_channel	Cross Channel	0.192515	0.083251	0.083032	0.34657	0.51083	0.150563	554	1,595
BAAI/bge-m3	cross_platform_transfer	Cross-Platform Transfer (slack)	0.783881	0.783881	0.716814	0.867257	0.902655	0.813008	113	1,232
BAAI/bge-m3	response_retrieval	Response Retrieval	0.441895	0.441895	0.352	0.552	0.644	0.49001	500	1,173
BAAI/bge-m3	specific_detail	Specific Detail	0.256959	0.256959	0.135283	0.431444	0.572212	0.33149	547	1,595
BAAI/bge-m3	thread_discrimination	Thread Discrimination	0.378149	0.378149	0.265347	0.510891	0.641584	0.440478	505	1,595
BAAI/bge-m3	thread_retrieval	Thread Retrieval	0.547009	0.547009	0.482	0.64	0.692	0.581848	500	1,232
BAAI/bge-m3	topic_retrieval	Topic Retrieval	0.32299	0.320401	0.208577	0.481481	0.60039	0.386303	513	1,595
bm25	conversation_similarity	Conversation Similarity	0.073834	0.03626	0	0.158537	0.341463	0.080508	82	1,595
bm25	cross_channel	Cross Channel	0.144735	0.061877	0.050542	0.261733	0.425993	0.115052	554	1,595
bm25	cross_platform_transfer	Cross-Platform Transfer (slack)	1	1	1	1	1	1	113	1,232
bm25	response_retrieval	Response Retrieval	0.482683	0.482683	0.38	0.62	0.706	0.536332	500	1,173
bm25	specific_detail	Specific Detail	0.18318	0.18318	0.087751	0.318099	0.440585	0.243826	547	1,595
bm25	thread_discrimination	Thread Discrimination	0.191679	0.191679	0.085149	0.326733	0.50495	0.264746	505	1,595
bm25	thread_retrieval	Thread Retrieval	0.980956	0.980956	0.968	0.996	1	0.985707	500	1,232
bm25	topic_retrieval	Topic Retrieval	0.173758	0.171305	0.076023	0.296296	0.442495	0.234602	513	1,595
cohere/embed-v4.0	conversation_similarity	Conversation Similarity	0.122721	0.054662	0	0.268293	0.463415	0.114855	82	1,595
cohere/embed-v4.0	cross_channel	Cross Channel	0.305556	0.140387	0.17509	0.469314	0.669675	0.230392	554	1,595
cohere/embed-v4.0	cross_platform_transfer	Cross-Platform Transfer (slack)	0.803329	0.803329	0.716814	0.929204	0.955752	0.840828	113	1,232
cohere/embed-v4.0	response_retrieval	Response Retrieval	0.531851	0.531851	0.454	0.634	0.708	0.573825	500	1,173
cohere/embed-v4.0	specific_detail	Specific Detail	0.332623	0.332623	0.213894	0.480804	0.639854	0.40487	547	1,595
cohere/embed-v4.0	thread_discrimination	Thread Discrimination	0.492416	0.492416	0.344554	0.675248	0.794059	0.564827	505	1,595
cohere/embed-v4.0	thread_retrieval	Thread Retrieval	0.58176	0.58176	0.49	0.696	0.746	0.621803	500	1,232
cohere/embed-v4.0	topic_retrieval	Topic Retrieval	0.420214	0.417592	0.261209	0.623782	0.810916	0.510441	513	1,595
all-MiniLM-L6-v2	conversation_similarity	Conversation Similarity	0.110206	0.045832	0	0.256098	0.426829	0.102631	82	1,595
all-MiniLM-L6-v2	cross_channel	Cross Channel	0.196477	0.084767	0.099278	0.323105	0.465704	0.146793	554	1,595
all-MiniLM-L6-v2	cross_platform_transfer	Cross-Platform Transfer (slack)	0.673827	0.673827	0.59292	0.769912	0.840708	0.714048	113	1,232
all-MiniLM-L6-v2	response_retrieval	Response Retrieval	0.428568	0.428568	0.346	0.534	0.608	0.471458	500	1,173
all-MiniLM-L6-v2	specific_detail	Specific Detail	0.242557	0.242557	0.13894	0.372943	0.517367	0.307103	547	1,595
all-MiniLM-L6-v2	thread_discrimination	Thread Discrimination	0.361565	0.361565	0.247525	0.50099	0.673267	0.434494	505	1,595
all-MiniLM-L6-v2	thread_retrieval	Thread Retrieval	0.476911	0.476911	0.412	0.56	0.63	0.513221	500	1,232
all-MiniLM-L6-v2	topic_retrieval	Topic Retrieval	0.272819	0.269976	0.185185	0.389864	0.528265	0.329934	513	1,595
lightonai/modernbert-embed-large	conversation_similarity	Conversation Similarity	0.113913	0.05476	0	0.231707	0.52439	0.120964	82	1,595
lightonai/modernbert-embed-large	cross_channel	Cross Channel	0.227064	0.102971	0.111913	0.371841	0.572202	0.178039	554	1,595
lightonai/modernbert-embed-large	cross_platform_transfer	Cross-Platform Transfer (slack)	0.690086	0.690086	0.59292	0.814159	0.911504	0.743029	113	1,232
lightonai/modernbert-embed-large	response_retrieval	Response Retrieval	0.473983	0.473983	0.386	0.592	0.646	0.515691	500	1,173
lightonai/modernbert-embed-large	specific_detail	Specific Detail	0.238583	0.238583	0.126143	0.391225	0.550274	0.311758	547	1,595
lightonai/modernbert-embed-large	thread_discrimination	Thread Discrimination	0.33582	0.33582	0.209901	0.516832	0.683168	0.417457	505	1,595
lightonai/modernbert-embed-large	thread_retrieval	Thread Retrieval	0.435725	0.435725	0.368	0.524	0.594	0.473402	500	1,232
lightonai/modernbert-embed-large	topic_retrieval	Topic Retrieval	0.324623	0.322076	0.177388	0.551657	0.719298	0.415907	513	1,595
mixedbread-ai/mxbai-embed-large-v1	conversation_similarity	Conversation Similarity	0.096288	0.043399	0	0.231707	0.390244	0.092285	82	1,595
mixedbread-ai/mxbai-embed-large-v1	cross_channel	Cross Channel	0.235986	0.105415	0.124549	0.375451	0.559567	0.179633	554	1,595
mixedbread-ai/mxbai-embed-large-v1	cross_platform_transfer	Cross-Platform Transfer (slack)	0.72007	0.72007	0.637168	0.858407	0.893805	0.762207	113	1,232
mixedbread-ai/mxbai-embed-large-v1	response_retrieval	Response Retrieval	0.431917	0.431917	0.358	0.54	0.596	0.471269	500	1,173
mixedbread-ai/mxbai-embed-large-v1	specific_detail	Specific Detail	0.27617	0.27617	0.142596	0.449726	0.606947	0.354459	547	1,595
mixedbread-ai/mxbai-embed-large-v1	thread_discrimination	Thread Discrimination	0.441631	0.441631	0.259406	0.669307	0.853465	0.539618	505	1,595
mixedbread-ai/mxbai-embed-large-v1	thread_retrieval	Thread Retrieval	0.470614	0.470614	0.394	0.574	0.638	0.510702	500	1,232
mixedbread-ai/mxbai-embed-large-v1	topic_retrieval	Topic Retrieval	0.358869	0.35627	0.216374	0.536062	0.705653	0.438683	513	1,595
nomic-ai/nomic-embed-text-v1.5	conversation_similarity	Conversation Similarity	0.095466	0.041661	0	0.182927	0.414634	0.09588	82	1,595
nomic-ai/nomic-embed-text-v1.5	cross_channel	Cross Channel	0.181776	0.083737	0.081227	0.306859	0.5	0.147558	554	1,595
nomic-ai/nomic-embed-text-v1.5	cross_platform_transfer	Cross-Platform Transfer (slack)	0.758695	0.758695	0.690265	0.840708	0.902655	0.793315	113	1,232
nomic-ai/nomic-embed-text-v1.5	response_retrieval	Response Retrieval	0.486862	0.486862	0.394	0.61	0.664	0.529807	500	1,173
nomic-ai/nomic-embed-text-v1.5	specific_detail	Specific Detail	0.204516	0.204516	0.104205	0.341865	0.47532	0.268221	547	1,595
nomic-ai/nomic-embed-text-v1.5	thread_discrimination	Thread Discrimination	0.29356	0.29356	0.168317	0.481188	0.619802	0.370766	505	1,595
nomic-ai/nomic-embed-text-v1.5	thread_retrieval	Thread Retrieval	0.507282	0.507282	0.44	0.592	0.638	0.538943	500	1,232
nomic-ai/nomic-embed-text-v1.5	topic_retrieval	Topic Retrieval	0.289523	0.288061	0.152047	0.463938	0.653021	0.373531	513	1,595
nomic-ai/nomic-embed-text-v2-moe	conversation_similarity	Conversation Similarity	0.113942	0.05847	0	0.243902	0.47561	0.12326	82	1,595
nomic-ai/nomic-embed-text-v2-moe	cross_channel	Cross Channel	0.246633	0.115774	0.115523	0.429603	0.572202	0.191762	554	1,595
nomic-ai/nomic-embed-text-v2-moe	cross_platform_transfer	Cross-Platform Transfer (slack)	0.775586	0.775586	0.707965	0.849558	0.920354	0.810096	113	1,232
nomic-ai/nomic-embed-text-v2-moe	response_retrieval	Response Retrieval	0.470037	0.470037	0.38	0.584	0.646	0.512673	500	1,173
nomic-ai/nomic-embed-text-v2-moe	specific_detail	Specific Detail	0.268998	0.268998	0.149909	0.45521	0.61426	0.350019	547	1,595
nomic-ai/nomic-embed-text-v2-moe	thread_discrimination	Thread Discrimination	0.399313	0.399313	0.237624	0.619802	0.792079	0.492588	505	1,595
nomic-ai/nomic-embed-text-v2-moe	thread_retrieval	Thread Retrieval	0.522437	0.522437	0.456	0.608	0.658	0.555084	500	1,232
nomic-ai/nomic-embed-text-v2-moe	topic_retrieval	Topic Retrieval	0.390081	0.386751	0.259259	0.553606	0.71345	0.464061	513	1,595
text-embedding-3-small	conversation_similarity	Conversation Similarity	0.107917	0.04785	0	0.207317	0.439024	0.104359	82	1,595
text-embedding-3-small	cross_channel	Cross Channel	0.206017	0.090265	0.086643	0.34657	0.561372	0.163443	554	1,595
text-embedding-3-small	cross_platform_transfer	Cross-Platform Transfer (slack)	0.858014	0.858014	0.778761	0.946903	0.982301	0.888683	113	1,232
text-embedding-3-small	response_retrieval	Response Retrieval	0.556879	0.556879	0.468	0.686	0.738	0.600817	500	1,173
text-embedding-3-small	specific_detail	Specific Detail	0.23822	0.23822	0.129799	0.383912	0.541133	0.309215	547	1,595
text-embedding-3-small	thread_discrimination	Thread Discrimination	0.321752	0.321752	0.172277	0.516832	0.714851	0.414362	505	1,595
text-embedding-3-small	thread_retrieval	Thread Retrieval	0.617106	0.617106	0.542	0.712	0.752	0.650048	500	1,232
text-embedding-3-small	topic_retrieval	Topic Retrieval	0.308683	0.307571	0.169591	0.48538	0.693957	0.397567	513	1,595
voyage-3-large	conversation_similarity	Conversation Similarity	0.114034	0.05175	0	0.231707	0.45122	0.109219	82	1,595
voyage-3-large	cross_channel	Cross Channel	0.320042	0.155712	0.17509	0.512635	0.722022	0.255101	554	1,595
voyage-3-large	cross_platform_transfer	Cross-Platform Transfer (slack)	0.856806	0.856806	0.79646	0.929204	0.973451	0.885229	113	1,232
voyage-3-large	response_retrieval	Response Retrieval	0.486891	0.486891	0.416	0.574	0.64	0.523547	500	1,173

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