| Paper | Code | 28 gestures accuracy | 14 gestures accuracy | Speed (FPS) | No. Parameters | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Action Recognition in Real-World Ambient Assisted Living Environment | ✓ Link | 99.95 | 99.85 | 1.25 | RE-TCN | 2025-03-29 | |
| DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling | ✓ Link | 95.37 | 97.74 | DSTSA-GCN | 2025-01-21 | ||
| Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition | ✓ Link | 95.36 | 97.02 | TD-GCN | 2023-05-01 | ||
| Hierarchical Temporal Convolution Network:Towards Privacy-Centric Activity Recognition | ✓ Link | 94.3 | 97.1 | 1.75 | HT-ConvNet | 2024-12-21 | |
| Domain and View-point Agnostic Hand Action Recognition | ✓ Link | 91.43 | 93.57 | TCN-Summ | 2021-03-03 | ||
| Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition | 90.7 | 93.6 | 161 | STA-Res-TCN | 2019-01-23 | ||
| Motion feature augmented network for dynamic hand gesture recognition from skeletal data | 86.6 | 91.3 | 361 | MFA-Net | 2019-01-10 |