Video-to-Text Retrieval on UMCRD (test)
55.7Recall@1MSAM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSAMDate=--2025.10 | 55.7 | 91.7 | 97.8 | 1 | 2.5 | |
| CLIP4ClipDate=ArXiv'212025.10 | 54.3 | 90 | 97 | 1 | 2.9 | |
| TS2-NetDate=ECCV'222025.10 | 53.4 | 91 | 95.7 | 1 | 2.8 | |
| UCoFiADate=ICCV'232025.10 | 53.2 | 89.8 | 96.4 | 2 | 2.8 | |
| TempMeDate=ICLR'252025.10 | 52.3 | 89 | 96.3 | 1 | 2.9 | |
| X-ClipDate=ACMM'222025.10 | 51.4 | 88.7 | 95.1 | 1 | 3 | |
| UATVRDate=ICCV'232025.10 | 50.8 | 88.2 | 96 | 1 | 3 | |
| GLSCLDate=TIP'252025.10 | 49 | 86.2 | 93.3 | 2 | 3.5 | |
| X-PoolDate=CVPR'222025.10 | 48.1 | 86.3 | 95.2 | 2 | 3.2 | |
| T-MASSDate=CVPR'242025.10 | 46.2 | 85.4 | 95.2 | 2 | 3.4 | |
| DGLDate=AAAI'242025.10 | 44.5 | 81.2 | 91 | 2 | 4.5 | |
| CenterClipDate=SIGIR'222025.10 | 42.1 | 80.9 | 91.7 | 2 | 4.7 | |
| FrozenDate=ICCV'212025.10 | 29.6 | 64.3 | 79.5 | 3 | 11.8 | |
| DRLDate=ArXiv'222025.10 | 10.6 | 43 | 61.4 | 7 | 24.1 |