Table 5.
Performance comparison with recent SOTA methods in health-related pose estimation tasks.
| Method | Dataset | Accuracy (%) | Recall (%) | F1 Score (%) |
|---|---|---|---|---|
| GraphStacked-Hourglass (31) | Parkinson Gait | 89.12 | 87.98 | 88.55 |
| GCN-LSTM (47) | RehabMov | 90.05 | 89.34 | 89.69 |
| TransformerPose (48) | MentalHealth3D | 91.23 | 90.67 | 90.95 |
| Ours | Parkinson Gait | 92.56 | 91.78 | 92.17 |
| Ours | RehabMov | 93.01 | 92.43 | 92.72 |
| Ours | MentalHealth3D | 93.78 | 92.89 | 93.33 |
The values in bold are the best values.