| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NTU-RGB+D 120 (X-Set) | SkateFormer | Accuracy93.2 | 13 | 3d ago | |
| Synthetic Particle Physics System | Accuracy98.1 | 11 | 3d ago | ||
| NTU-RGB+D 120 (X-Sub) | IGFormer | Accuracy85.4 | 10 | 3d ago | |
| NTU-RGB+D (X-View) | IGFormer | Accuracy96.5 | 10 | 3d ago | |
| NTU-RGB+D (X-Sub) | IGFormer | Accuracy93.6 | 10 | 3d ago | |
| Particle N-body Simulation Charged | Accuracy97.4 | 7 | 3d ago | ||
| Particle N-body Simulation Springs | Accuracy98.7 | 7 | 3d ago | ||
| SBU interaction classes | IGFormer | Accuracy98.4 | 7 | 3d ago | |
| H2O (test) | TA-GCN | Accuracy79.25 | 6 | 3d ago | |
| H2O (val) | TA-GCN | Accuracy86.78 | 6 | 3d ago | |
| BenSMOT (test) | LLMTrack-4B | Precision54.3 | 6 | 3d ago | |
| Real-world pasture images dataset | CattleAct | Accuracy83.6 | 4 | 3d ago |
