Text-to-Video Retrieval on ACTNET-20
19.78R@1Upper Bound
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Upper Bound2026.01 | 19.78 | 44.63 | 58.96 | 7 | 36.18 | 0.16 | |
| StructAlign2026.01 | 17.89 | 39.69 | 53.98 | 9 | 52.19 | -0.54 | |
| StableFusion2026.01 | 17.71 | 39.4 | 52.76 | 9 | 62.22 | 0.04 | |
| VR-LwF2026.01 | 17.21 | 40.96 | 54.18 | 9 | 44.45 | 0.58 | |
| CLIP4Clip2026.01 | 17.07 | 39.96 | 53.43 | 9.47 | 47.38 | 0.45 | |
| ZSCL2026.01 | 16.83 | 38.9 | 52.07 | 9.33 | 65.03 | 0.7 | |
| X-Pool2026.01 | 16.57 | 39.83 | 51.82 | 10.22 | 55 | 0.31 | |
| TVR+CL2026.01 | 16.37 | 37.78 | 50.51 | 10.33 | 66.8 | 0.76 | |
| LwF2026.01 | 16.36 | 40.14 | 53.29 | 9.44 | 45.94 | 0.93 | |
| CLIP-ViP2026.01 | 16.02 | 37.29 | 50.92 | 10.58 | 48.78 | 0.73 | |
| MoE-Adapter2026.01 | 15.77 | 36.27 | 49.32 | 11 | 77.65 | -0.01 | |
| ZS CLIPMode=Zero-Shot2026.01 | 14.89 | 34.97 | 47.78 | 12 | 84.02 | 0 |