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ResearchFormerly WizWand

Binary Classification (Sleep/Wake) on HeartS (Leave-one-participant-out (LOPO))

74Balanced AccuracyMantis
49.0455.526268.48Feb 20, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MantisCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02740.03
ChronosCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02730.03
UMECategory=Ours, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02720.03
EDA-spec. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02700.03
MOMENTCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02700.02
Gen. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02660.04
DummyCategory=Dummy, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02500