Video-to-Text Retrieval on USRD (UAV Scene Retrieval Dataset) (test)
33.8Recall@1 (R@1)MSAM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSAMDate=--2025.10 | 33.8 | 81.3 | 94.8 | 2 | 4.2 | |
| X-PoolDate=CVPR’222025.10 | 32.8 | 70.9 | 93.6 | 3 | 4.3 | |
| TempMeDate=ICLR’252025.10 | 32.5 | 80.1 | 94 | 2 | 4.3 | |
| GLSCLDate=TIP’252025.10 | 30.1 | 78.6 | 93 | 3 | 4.5 | |
| UCoFiADate=ICCV’232025.10 | 28.1 | 73.8 | 94.3 | 3 | 4.2 | |
| DGLDate=AAAI’242025.10 | 27.2 | 70.1 | 91.5 | 3 | 5.2 | |
| CLIP4ClipDate=ArXiv’212025.10 | 26.6 | 72 | 93.5 | 3 | 4.4 | |
| X-ClipDate=ACMM’222025.10 | 26.4 | 74.4 | 94.5 | 3 | 4.4 | |
| TS2-NetDate=ECCV’222025.10 | 26.1 | 72.2 | 95.1 | 3 | 4.4 | |
| UATVRDate=ICCV’232025.10 | 25.1 | 75.6 | 94.4 | 3 | 4.1 | |
| T-MASSDate=CVPR’242025.10 | 23.6 | 66.2 | 85.8 | 3 | 6.1 | |
| CenterClipDate=SIGIR’222025.10 | 20 | 61.2 | 88.7 | 4 | 7.1 | |
| FrozenDate=ICCV’212025.10 | 18.9 | 61.1 | 83.1 | 4 | 8.8 | |
| DRLDate=ArXiv’222025.10 | 4.5 | 22.4 | 38 | 16 | 26.4 |