| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AVA v2.2 (val) | FTP-UniFormerV2-L/14 | mAP46.2 | 99 | 3d ago | |
| THUMOS 2014 (test) | G-TAD+P-GCN | mAP (alpha=0.5)51.6 | 79 | 2d ago | |
| AVA v2.1 (val) | TubeR | mAP32 | 48 | 3d ago | |
| AVA v2.2 | Hiera-H | mAP43.3 | 42 | 3d ago | |
| Charades (test) | PAT | PAC30 | 27 | 3d ago | |
| JHMDB-21 | CFAD | video-mAP@0.585.3 | 21 | 3d ago | |
| AVA v2.2 (test) | UMT-L | mAP39.8 | 20 | 3d ago | |
| MultiTHUMOS | MLAD | mAPAC44.43 | 16 | 3d ago | |
| UCF-101-24 (test) | BMViT | F1 Score (IoU=0.5)90.7 | 15 | 2d ago | |
| THUMOS-14 (val) | VSGN | mAP@0.460.4 | 13 | 3d ago | |
| UCF101 24 | VCAPS | video-mAP@0.575.5 | 13 | 3d ago | |
| JHMDB (trimmed) | Sun et al. | Video-mAP@0.580.1 | 12 | 3d ago | |
| JHMDB (split-1) | full | Brush Hair AP79.1 | 12 | 3d ago | |
| AVA v2.1 (train/val) | LFB, R101+NL | mAP27.4 | 11 | 3d ago | |
| AVA | VideoMAE V2 | Frame mAP42.6 | 11 | 3d ago | |
| JHMDB (test) | Tube Convolutional Neural Network | F@0.561.3 | 11 | 2d ago | |
| Charades RGB (test) | PAT | mAP0.265 | 10 | 3d ago | |
| J-HMDB | HIT | V-Score (IoU 0.5)88.1 | 10 | 3d ago | |
| Charades | I3D + CTRN | mAP (per-frame)27.8 | 10 | 3d ago | |
| UCF101 24 untrimmed | Yang et al. | Video-mAP@0.576.6 | 10 | 3d ago | |
| UCF-101-24 (split 1) | HIT | Frame mAP (IoU=0.5)84.8 | 10 | 3d ago | |
| MultiTHUMOS RGB (test) | PAT | mAP44.6 | 8 | 3d ago | |
| JHMDB closed-set | STAR | F@0.592.1 | 7 | 2d ago | |
| PKU-MMD I (xsub) | USDRL | mAPa75.7 | 7 | 3d ago | |
| UCF101-24 Full (test) | TACNet | Video-mAP (IoU=0.2)77.5 | 7 | 3d ago |
