| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Something-Something v2 | OmniVec-2 | Top-1 Acc86.1 | 139 | 3d ago | |
| Diving-48 | V-JEPA 2 ViT-g384 | Top-1 Acc90.2 | 53 | 3d ago | |
| Kinetics-400 | InternVideo2_s2-1B | Top-1 Accuracy0.894 | 48 | 3d ago | |
| COIN | PEcoreG | Top-1 Acc95.3 | 33 | 3d ago | |
| HMDB51 | PE-G | Top-1 Accuracy77.5 | 22 | 3d ago | |
| K400 time-correlated (val) | ViTTA | Top-1 Accuracy53.97 | 21 | 3d ago | |
| SSv2 time-correlated (val) | ViTTA | Top-1 Accuracy48.25 | 21 | 3d ago | |
| UCF101 time-correlated (val) | ViTTA | Mean Top-1 Acc83.92 | 21 | 4d ago | |
| UCF101 | VATT + Both | Top-1 Acc89.7 | 18 | 3d ago | |
| Jester | V-JEPA 2 ViT-g384 | Top-1 Acc97.8 | 9 | 3d ago | |
| NUCLA (CS) | TimeSformer + Fibottention (Modified Wythoff) | Top-1 Acc59.6 | 4 | 3d ago |
