| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| THUMOS14 | Zhao et al. + GCM | mAP@0.551.9 | 34 | 3d ago | |
| AVA 2.2 | MeMViT-24, 32x3, 1312^2 | mAP (center)34.4 | 25 | 3d ago | |
| Epic-Kitchens-100 | ActionFormer + TAdaFormer-L/14 | mAP@0.132.08 | 22 | 3d ago | |
| PKUMMD (test) | RVTCLR + Ours | mAP@0.586 | 13 | 3d ago | |
| BABEL Subset-2 v1.0 (test) | RVTCLR + Skeleton-Snippet Contrastive Learning | mAP@0.165.2 | 12 | 3d ago | |
| BABEL (test) | RVTCLR + Ours | mAP@tIoU (Subset-1)53.9 | 12 | 3d ago | |
| HACS | TAdaConvNeXt-S | mAP@0.553.3 | 9 | 3d ago | |
| AVA (split 1) | pBYOL (p=3) | mAP23.4 | 7 | 3d ago | |
| BABEL Subset-3 | AimCLR + Skeleton-Snippet Contrastive Learning | mAP@0.148.5 | 6 | 3d ago | |
| BABEL Subset-1 | RVTCLR + Skeleton-Snippet Contrastive Learning | mAP@0.160.5 | 6 | 3d ago | |
| BABEL Subset-3 v1.0 (test) | RVTCLR + Ours | mAP@0.142 | 6 | 3d ago | |
| BABEL Subset-1 v1.0 (test) | HiCLR | mAP@0.153.7 | 6 | 3d ago | |
| THUMOS localization '13 (test) | Precision52.6 | 6 | 3d ago | ||
| ActivityNet 1.2 (test) | SSN | mAP@0.541.3 | 6 | 3d ago | |
| ChangeIt | Look for the Change | AP68 | 5 | 3d ago | |
| AVA v2.1 (test) | I3D + FRCNN | mAP21.91 | 5 | 3d ago | |
| YouTube-8M Segments (YT8M-S) (val test) | MIL-NCE | mAP77.1 | 4 | 3d ago |
