GMFCS classification on CP gait dataset Public (test)
70.86Accuracy+ Sel. Gait (Concat)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| + Sel. Gait (Concat)Fusion Module=Concatenation (Concat), Feature Selection=Selected Clinical Gait Features (14 features)2026.03 | 70.86 | 70.6 | 0.665 | |
| + Sel. Gait (XAttn)Fusion Module=Cross-Attention (XAttn), Feature Selection=Selected Clinical Gait Features (14 features)2026.03 | 69.08 | 68.2 | 0.646 | |
| + All Gait (XAttn)Fusion Module=Cross-Attention (XAttn), Feature Selection=All Gait Features (24 features)2026.03 | 67.41 | 67 | 0.619 | |
| ST-GCN BaselineFusion Module=None, Feature Selection=None2026.03 | 65.29 | 65.8 | 0.597 |