Ataxic Gait Detection on CA-Gait 10 (5-fold cross-validation)
99.63F1 ScoreProposed AtGCN (l = 6)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed AtGCN (l = 6)l=6, Parameter Count=0.572M2024.10 | 99.63 | 0.58 | 99.5 | 0.74 | |
| AtGCN (l = 7)l=7, Parameter Count=0.770M2024.10 | 99.46 | 0.74 | 99.3 | 0.94 | |
| AtGCN (l = 5)l=5, Parameter Count=0.374M2024.10 | 99.39 | 0.72 | 99.2 | 0.89 | |
| LSTM-based model2024.10 | 97.11 | 2.7 | 96.3 | 3.46 | |
| GaitGraphParameter Count=0.284M2024.10 | 96.95 | 2.96 | 97 | 3.23 |