Video Retrieval on SimMotion Synthetic 1.0 (test)
100Static ScoreSemanticMoments
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SemanticMomentsFrame Encoder=V-JEPA22026.02 | 100 | 100 | 80 | 70 | 72 | 84.4 | |
| I3D2026.02 | 98 | 96 | 74 | 74 | 80 | 84.4 | |
| SemanticMomentsFrame Encoder=DINO2026.02 | 96 | 98 | 78 | 82 | 78 | 86.4 | |
| SemanticMomentsFrame Encoder=VideoPrism2026.02 | 94 | 100 | 56 | 74 | 74 | 79.6 | |
| V-JEPA22026.02 | 92 | 98 | 72 | 64 | 46 | 74.4 | |
| SemanticMomentsFrame Encoder=VideoMAE2026.02 | 92 | 94 | 76 | 82 | 74 | 83.6 | |
| VideoMAE2026.02 | 90 | 98 | 64 | 78 | 66 | 79.2 | |
| SlowFast2026.02 | 86 | 96 | 74 | 76 | 58 | 78 | |
| VideoMoCo2026.02 | 78 | 84 | 82 | 46 | 32 | 64.4 | |
| TimeSformer2026.02 | 76 | 86 | 36 | 62 | 32 | 58.4 | |
| CoCLR2026.02 | 76 | 82 | 52 | 40 | 26 | 55.2 | |
| X-CLIP2026.02 | 68 | 80 | 12 | 64 | 32 | 51.2 | |
| VideoPrism2026.02 | 64 | 90 | 28 | 68 | 22 | 54.4 | |
| MaCLR2026.02 | 56 | 78 | 68 | 38 | 10 | 50 | |
| CLIP4Clip2026.02 | 48 | 64 | 18 | 62 | 20 | 42.2 | |
| DINOv22026.02 | 30 | 88 | 18 | 62 | 24 | 44.4 |