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Benchmarks
Fall Detection on UP-Fall (test)
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97.51
F1 Score
DistillH-Mamba-Student
80.2876
84.7588
89.23
93.7012
Jul 3, 2026
F1 Score
Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
DistillH-Mamba-Student
Type=Skeleton, Fall=✓,...
2026.07
97.51
97.38
CNNs
Type=Skeleton, Fall=✓,...
2026.07
93
98.62
LSTM
Type=Skeleton, Fall=✓,...
2026.07
92.5
-
ST-GCN
Type=Skeleton, Fall=✓,...
2026.07
83.57
97.27
BERT
Type=Skeleton, Fall=✓,...
2026.07
80.95
81.14
SDFA
Type=Skeleton, Fall=✓,...
2026.07
-
88.71
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