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Benchmarks
Binary Classification (Sleep/Wake) on HeartS (Leave-one-participant-out (LOPO))
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74
Balanced Accuracy
Mantis
49.04
55.52
62
68.48
Feb 20, 2026
Balanced Accuracy
Standard Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
Standard Error
Mantis
Category=Generalist Fo...
2026.02
74
0.03
Chronos
Category=Generalist Fo...
2026.02
73
0.03
UME
Category=Ours, Validat...
2026.02
72
0.03
EDA-spec. HC
Category=Handcrafted (...
2026.02
70
0.03
MOMENT
Category=Generalist Fo...
2026.02
70
0.02
Gen. HC
Category=Handcrafted (...
2026.02
66
0.04
Dummy
Category=Dummy, Valida...
2026.02
50
0
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