| action-segmentation-on-coin | TACo | – | Frame accuracy: 68.4 |
| temporal-action-localization-on-crosstask | TACo | – | Recall: 42.5 |
| video-retrieval-on-activitynet | TACo | – | text-to-video R@1: 30.4text-to-video R@5: 61.2… |
| video-retrieval-on-msr-vtt | TACo | – | text-to-video R@1: 24.8text-to-video R@5: 52.1… |
| video-retrieval-on-msr-vtt-1ka | TACo | – | text-to-video R@1: 28.4text-to-video R@5: 57.8… |
| video-retrieval-on-youcook2 | TACo | – | text-to-video R@1: 29.6text-to-video R@5: 59.7… |
| zero-shot-video-retrieval-on-msr-vtt | TACo | – | text-to-video R@1: 9.8text-to-video R@5: 25.0text-to-video R@10: 33.4 |
| zero-shot-video-retrieval-on-youcook2 | TACo | – | text-to-video R@1: 19.9text-to-video R@5: 43.2… |