Video-to-text Retrieval on MSRVTT (test)
50.9Recall@1T-MASS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| T-MASSBackbone=CLIP-ViT-B/162024.03 | 50.9 | 80.2 | 88 | 1 | 7.4 | |
| UATVRBackbone=CLIP-ViT-B/162024.03 | 48.1 | 76.3 | 85.4 | 2 | 8 | |
| DiffusionRetBackbone=CLIP-ViT-B/322024.03 | 47.7 | 73.8 | 84.5 | 2 | 8.8 | |
| T-MASSBackbone=CLIP-ViT-B/322024.03 | 47.7 | 78 | 86.3 | 2 | 8 | |
| CenterCLIPBackbone=CLIP-ViT-B/162024.03 | 47.7 | 75 | 83.3 | 2 | 10.2 | |
| UATVRBackbone=CLIP-ViT-B/322024.03 | 46.9 | 73.8 | 83.8 | 2 | 8.6 | |
| TS2-NetBackbone=CLIP-ViT-B/162024.03 | 46.6 | 75.9 | 84.9 | 2 | 8.9 | |
| X-PoolBackbone=CLIP-ViT-B/162024.03 | 46.4 | 73.9 | 84.1 | 2 | 8.4 | |
| TS2-NetBackbone=CLIP-ViT-B/322024.03 | 45.2 | 74.1 | 83.7 | 2 | 9.2 | |
| X-PoolBackbone=CLIP-ViT-B/322024.03 | 44.4 | 73.3 | 84 | 2 | 9 | |
| CenterCLIPBackbone=CLIP-ViT-B/322024.03 | 42.8 | 71.7 | 82.2 | 2 | 10.9 | |
| CLIP4ClipBackbone=CLIP-ViT-B/322024.03 | 42.7 | 70.9 | 80.6 | 2 | 11.6 | |
| VT-TWINS2022.03 | 9.1 | 22.9 | 29.1 | 43 | — | |
| MIL-NCEimplementation=reproduction of official code2022.03 | 8.9 | 20.65 | 27.2 | 46 | — | |
| Random Init2022.03 | 0.1 | 0.49 | 0.98 | 499.5 | — |