| | --- |
| | 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} |
| | } |
| | ``` |
