Metric: 14 gestures accuracy (higher is better)
| # | Model↕ | 14 gestures accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RE-TCN | 99.85 | No | Action Recognition in Real-World Ambient Assiste... | 2025-03-29 | Code |
| 2 | DSTSA-GCN | 97.74 | No | DSTSA-GCN: Advancing Skeleton-Based Gesture Reco... | 2025-01-21 | Code |
| 3 | HT-ConvNet | 97.1 | No | - | - | Code |
| 4 | TD-GCN | 97.02 | No | - | - | Code |
| 5 | STA-Res-TCN | 93.6 | No | - | - | - |
| 6 | TCN-Summ | 93.57 | No | Domain and View-point Agnostic Hand Action Recog... | 2021-03-03 | Code |
| 7 | MFA-Net | 91.3 | No | - | - | - |