| --- |
| license: apache-2.0 |
| task_categories: |
| - video-classification |
| language: |
| - en |
| size_categories: |
| - 10B<n<100B |
| --- |
| |
| ## 📙 Overview |
|
|
| This repo contains the metafiles to evaluate the performance of [EgoInstructor](https://arxiv.org/pdf/2405.03520), including |
| - Epic-Kitchen multi-instance retrieval |
| - YouCook videoclip-text retrieval |
| - Charadesego egovideo-exovideo retrieval |
| - EgoLearn egovideo-exovideo retrieval |
| - Ego4d Summarization multiple choice question |
| - YouCook video-text retrieval |
|
|
| The following metafiles are used for retrieval-augmented egocentric video captioning, including |
| - E4DOL_crossview_train_instructions.json |
| - E4DOL_crossview_train_config.json |
| - E4DOL_crossview_val_instructions.json |
| - E4DOL_crossview_val_config.json |
|
|
|
|
| ## 🏋️ How-To-Use |
|
|
| Please refer to code [EgoInstructor](https://github.com/Jazzcharles/Egoinstructor/) for details. |
|
|
|
|
| ## 🎓 Citation |
| ``` |
| @article{xu2024retrieval, |
| title={Retrieval-augmented egocentric video captioning}, |
| author={Xu, Jilan and Huang, Yifei and Hou, Junlin and Chen, Guo and Zhang, Yuejie and Feng, Rui and Xie, Weidi}, |
| journal={arXiv preprint arXiv:2401.00789}, |
| year={2024} |
| } |
| ``` |
