| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NTU-120 (X-set) | SBFConv3D | Top-1 Acc92.3 | 30 | 12d ago | |
| NTU RGB+D 60 (Cross-View) | MAMP | Accuracy97.5 | 29 | 1mo ago | |
| Northwestern-UCLA | 3Mformer | Accuracy97.8 | 16 | 1mo ago | |
| UT-Kinect (half-vs-half protocol) | ST-LSTM | Accuracy95 | 9 | 1mo ago | |
| HDM05 | GMSF-Net-3Blocks | Accuracy64.19 | 7 | 1mo ago | |
| BABEL-120 (test) | P2S | Top-1 Accuracy49.69 | 6 | 1mo ago | |
| HAA4D | P2S | Top-1 Accuracy54.1 | 6 | 1mo ago | |
| NTU RGB+D 120 One-shot (20 novel classes) | APSR | Accuracy45.3 | 4 | 1mo ago | |
| Sports-1M (3k videos) | Grad-CAM++ | Average Drop Rate59.79 | 2 | 1mo ago |
