Fall Detection on UMAFall (test)
97.62AccuracyDistillH-Mamba-Student
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DistillH-Mamba-StudentFall Detection Capability=Yes, Impact Detection Capability=Yes, Evaluation protocol=Direct Training and Testing on UMAFall2026.07 | 97.62 | 97.32 | |
| DistillH-Mamba-StudentFall Detection Capability=Yes, Impact Detection Capability=Yes, Evaluation protocol=Cross-Dataset Transfer Evaluation2026.07 | 94 | 94.44 | |
| FallNeXtFall Detection Capability=Yes, Impact Detection Capability=No2026.07 | 93.97 | 94.41 | |
| LSTMFall Detection Capability=Yes, Impact Detection Capability=No2026.07 | 93.5 | — |