| # The VILD Dataset (VIdeo and Long-Description) | |
| This dataset is proposed from [VideoCLIP-XL](https://arxiv.org/abs/2410.00741). | |
| We establish an automatic data collection system, designed to aggregate sufficient and high-quality pairs from multiple data sources. | |
| We have successfully collected over 2M (VIdeo, Long Description) pairs, denoted as our VILD dataset. | |
| # Format | |
| ```json | |
| { | |
| "short_captions": [ | |
| "...", | |
| ], | |
| "long_captions": [ | |
| "...", | |
| ], | |
| "video_id": "..." | |
| } | |
| { | |
| ..... | |
| }, | |
| ..... | |
| ``` | |
| # Source | |
| ~~~ | |
| @misc{wang2024videoclipxladvancinglongdescription, | |
| title={VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models}, | |
| author={Jiapeng Wang and Chengyu Wang and Kunzhe Huang and Jun Huang and Lianwen Jin}, | |
| year={2024}, | |
| eprint={2410.00741}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CL}, | |
| url={https://arxiv.org/abs/2410.00741}, | |
| } | |
| ~~~ |