Ataxic Gait Classification on Auto-Gait (10-fold cross-val)
93.46Mean F1 ScoreProposed AtGCN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Proposed AtGCNl=6, Parameter Count=0.576M2024.10 | 93.46 | 4.02 | 93.76 | 4.01 | 93.36 | 4.19 | |
| AtGCNl=7, Parameter Count=0.774M2024.10 | 92.66 | 4.54 | 92.99 | 4.58 | 92.59 | 4.61 | |
| AtGCNl=5, Parameter Count=0.379M2024.10 | 92.54 | 4.39 | 92.88 | 4.41 | 92.47 | 4.5 | |
| GaitGraphParameter Count=0.320M2024.10 | 83.56 | 6.54 | 84 | 7.27 | 83.71 | 6.56 | |
| Auto-Gait2024.10 | 80.23 | 9.19 | 83.06 | 6.79 | — | — |