Cross-modal Retrieval on InstVL video (Instance)
60.63T2V Recall@1InstAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| InstAP2026.04 | 60.63 | 58.49 | |
| UMT-L (InstVL; g)training_corpus=InstVL global captions2026.04 | 41.51 | 40.34 | |
| VideoPrism2026.04 | 40.86 | 39.29 | |
| UMT-L (InstVL; g+i)training_corpus=all InstVL captions treated as global2026.04 | 40.38 | 39.33 | |
| OpenCLIP2026.04 | 36.63 | 33.36 | |
| SigLIP2026.04 | 36.43 | 36.14 | |
| UMT-L2026.04 | 26.38 | 22.43 | |
| MCQ2026.04 | 24.41 | 23.72 | |
| ViCLIP2026.04 | 21.78 | 21.5 | |
| CLIP4Clip2026.04 | 17.71 | 24.69 | |
| CLIP-ViP2026.04 | 16.78 | 28.32 | |
| Coca2026.04 | 14.72 | 11.82 |