Skip to main content
. 2025 Aug 11;16:1596408. doi: 10.3389/fneur.2025.1596408

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.