Fall Detection on UP-Fall (test)
97.51F1 ScoreDistillH-Mamba-Student
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DistillH-Mamba-StudentType=Skeleton, Fall=✓, Impact=✓2026.07 | 97.51 | 97.38 | |
| CNNsType=Skeleton, Fall=✓, Impact=X2026.07 | 93 | 98.62 | |
| LSTMType=Skeleton, Fall=✓, Impact=X2026.07 | 92.5 | — | |
| ST-GCNType=Skeleton, Fall=✓, Impact=X2026.07 | 83.57 | 97.27 | |
| BERTType=Skeleton, Fall=✓, Impact=X2026.07 | 80.95 | 81.14 | |
| SDFAType=Skeleton, Fall=✓, Impact=X2026.07 | — | 88.71 |