| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SBU Kinect Interaction | F2CSkeleton | Accuracy99.1 | 49 | 1mo ago | |
| UAV-Human X-Sub | FreqMixFormer | Accuracy49.6 | 15 | 1mo ago | |
| NTU-Fi-HAR double | Wi-Spike | Accuracy95.83 | 12 | 1mo ago | |
| NTU RGB+D 120 Few-Shot | Median Top-1 Acc86.4 | 9 | 1mo ago | ||
| SYSU-3D Setting-2 | UNFGEF | Accuracy91.4 | 6 | 1mo ago | |
| SYSU-3D (Setting-1) | UNFGEF | Accuracy92.1 | 6 | 1mo ago | |
| SBUKID (Cross-Validation) | Zhang et al. | Accuracy98.3 | 5 | 1mo ago | |
| Toyota Smarthome X-View2 | LLM-AR | Accuracy66.6 | 5 | 1mo ago | |
| Toyota Smarthome X-Sub | LLM-AR | Accuracy67 | 5 | 1mo ago | |
| NTU RGB+D | Lang2Motion | Top-1 Acc88.3 | 4 | 1mo ago | |
| MSRC-12 (leave-one-subject-out) | Accuracy94.6 | 4 | 1mo ago | ||
| MSRC-12 cross-subject (val) | Accuracy91.7 | 3 | 1mo ago |
