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Fall Detection on UMAFall benchmark leaderboard · SOTA2 Research

Research Benchmarks

Fall Detection on UMAFall

91Macro F1Gated-CNN

Updated 2mo ago

Evaluation Results

Method	Links
Gated-CNN2026.05		91
Transformer2026.05		83

SOTA Paper

Gated-CNN

You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection

Dataset

UMAFall

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