| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | NTU RGB+D 120 (X-set) | Accuracy97 | 661 | |
| Action Recognition | NTU RGB+D (Cross-View) | Accuracy99 | 609 | |
| Action Recognition | NTU RGB+D 60 (cross-view) | Accuracy99.6 | 575 | |
| Action Recognition | NTU RGB+D (Cross-subject) | Accuracy96.1 | 474 | |
| Action Recognition | NTU RGB+D 60 (X-sub) | Accuracy97 | 467 | |
| Action Recognition | NTU RGB+D X-sub 120 | Accuracy95.5 | 377 | |
| Skeleton-based Action Recognition | NTU RGB+D (Cross-View) | Accuracy98.2 | 213 | |
| Skeleton-based Action Recognition | NTU RGB+D 120 (X-Set) | Top-1 Accuracy93.1 | 184 | |
| Action Recognition | NTU RGB+D 120 Cross-Subject | Accuracy94.85 | 183 | |
| Action Recognition | NTU RGB+D X-View 60 | Accuracy99.6 | 172 | |
| Skeleton-based Action Recognition | NTU-RGB+D 120 (Cross-Subject) | Top-1 Accuracy90.1 | 143 | |
| Skeleton-based Action Recognition | NTU-RGB+D 120 (Cross-setup) | Accuracy96.4 | 136 | |
| Skeleton-based Action Recognition | NTU RGB+D 60 (X-View) | Top-1 Accuracy97.2 | 126 | |
| Skeleton-based Action Recognition | NTU-RGB+D (Cross-subject) | Accuracy93.1 | 123 | |
| Skeleton-based Action Recognition | NTU RGB+D 120 (X-Sub) | Accuracy91.7 | 63 | |
| Skeleton-based Action Recognition | NTU RGB+D 60 (Cross-Subject) | Accuracy97 | 59 | |
| Action Recognition | NTU RGB+D v1 (Cross-Subject (CS)) | Accuracy96.2 | 50 | |
| Action Recognition | NTU RGB+D 120 (Cross-View) | Accuracy96.45 | 47 | |
| Action Recognition | NTU RGB+D 60 (cross-view (CV)) | Top-1 Acc99.6 | 44 | |
| Skeleton-based Action Recognition | NTU RGB+D Cross-View (CV) 1.0 | Accuracy95.1 | 38 | |
| Skeleton Action Recognition | NTU RGB+D Cross-Subject (Xsub) 120 | Accuracy94.8 | 29 | |
| 3D Action Recognition | NTU RGB+D 60 (Cross-View) | Accuracy97.5 | 29 | |
| Action Recognition | NTU RGB+D 120 one-shot protocol | Accuracy67.4 | 26 | |
| Action Recognition | NTU-RGB+D X-Sub | Top-1 Acc95 | 23 | |
| Action Recognition | NTU-RGB+D 120 1.0 (cross-subject (XSub)) | Accuracy95.3 | 23 |