Text-to-video Retrieval on MSRVTT (R@1, R@5, R@10, MdR, MnR)
54.2R@1CLIP-ViP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLIP-ViPBackbone=CLIP-ViT-B/162024.03 | 54.2 | 77.2 | 84.8 | 1 | — | |
| T-MASSBackbone=CLIP-ViT-B/162024.03 | 52.7 | 77.1 | 85.6 | 1 | 10.5 | |
| UATVRBackbone=CLIP-ViT-B/162024.03 | 50.8 | 76.3 | 85.5 | 1 | 12.4 | |
| T-MASSBackbone=CLIP-ViT-B/322024.03 | 50.2 | 75.3 | 85.1 | 1 | 11.9 | |
| CLIP-ViPBackbone=CLIP-ViT-B/322024.03 | 50.1 | 74.8 | 84.6 | 1 | — | |
| TEFALBackbone=CLIP-ViT-B/322024.03 | 49.4 | 75.9 | 83.9 | 2 | 12 | |
| DiffusionRetBackbone=CLIP-ViT-B/322024.03 | 49 | 75.2 | 82.7 | 2 | 12.1 | |
| X-PoolBackbone=CLIP-ViT-B/162024.03 | 48.2 | 73.7 | 82.6 | 2 | 12.7 | |
| UATVRBackbone=CLIP-ViT-B/322024.03 | 47.5 | 73.9 | 83.5 | 2 | 12.3 | |
| X-PoolBackbone=CLIP-ViT-B/322024.03 | 46.9 | 72.8 | 82.2 | 2 | 14.3 |