| video-captioning-on-activitynet-captions | VideoCoCa | – | BLEU4: 14.7CIDEr: 39.3ROUGE-L: 35.0 |
| video-captioning-on-msr-vtt | VideoCoCa | – | CIDEr: 73.2ROUGE-L: 68.0BLEU-4: 53.8 |
| video-captioning-on-vatex | VideoCoCa | – | BLEU-4: 39.7CIDEr: 77.8ROUGE-L: 54.5 |
| video-captioning-on-youcook2 | VideoCoCa | – | BLEU-4: 14.2CIDEr: 1.28ROUGE-L: 37.7 |
| video-question-answering-on-activitynet-qa | VideoCoCa | – | Accuracy: 56.1 |
| video-question-answering-on-ivqa | VideoCoCa | – | Accuracy: 39.0 |
| video-retrieval-on-msr-vtt | VideoCoCa (zero-shot) | – | text-to-video R@1: 34.3text-to-video R@5: 57.8… |
| video-retrieval-on-youcook2 | VideoCoCa (zero-shot) | – | text-to-video R@1: 21.7text-to-video R@5: 43.9… |
| visual-question-answering-on-msrvtt-qa | VideoCoCa | – | Accuracy: 0.463 |
| visual-question-answering-on-msvd-qa | VideoCoCa | – | Accuracy: 0.569 |
| zero-shot-action-recognition-on-charades | VideoCoCa | – | mAP: 25.8 |
| zero-shot-action-recognition-on-hmdb51 | VideoCoCa | – | Top-1 Accuracy: 58.7Top-5 Accuracy: 84.5 |
| zero-shot-action-recognition-on-kinetics | VideoCoCa | – | Top-1 Accuracy: 70.1Top-5 Accuracy: 88.9 |
| zero-shot-action-recognition-on-ucf101 | VideoCoCa | – | Top-1 Accuracy: 86.6Top-5 accuracy: 98.4 |
| zero-shot-video-retrieval-on-activitynet | VideoCoCa | – | text-to-video R@1: 34.5text-to-video R@5: 63.2… |
| zero-shot-video-retrieval-on-msr-vtt-full | VideoCoCa | – | text-to-video R@1: 34.3text-to-video R@5: 57.8… |
| zero-shot-video-retrieval-on-vatex | VideoCoCa | – | text-to-video R@1: 53.2text-to-video R@5: 83.3… |
| zero-shot-video-retrieval-on-youcook2 | VideoCOca | – | text-to-video R@1: 20.3text-to-video R@5: 43.0… |