| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | EK100 | Verb Top-1 Acc72.5 | 24 | |
| Video Classification | EK100 (test val) | Top-1 Acc56.4 | 12 | |
| Action Recognition | EK100 (Cross-Subject) | Top-1 Accuracy44.6 | 7 | |
| Composition Classification | EK100 com | Harmonic Mean (H.M.)38.09 | 6 | |
| Object Classification | EK100-com | Seen Accuracy57.76 | 6 | |
| Verb Classification | EK100 com | Seen Score0.6619 | 6 | |
| Multi-instance retrieval | EK100 zero-shot | mAP47.6 | 6 | |
| Online Action Detection | EK100 | mAP (verb)19.8 | 5 | |
| Action Recognition | EK100 (val) | Verb Top-1 Acc73 | 2 |