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ResearchFormerly WizWand

Binary Classification (Sleep/Wake) on Dreamt (LOPO)

78Balanced AccuracyChronos
46.854.96371.1Feb 20, 2026
Updated 7mo ago

Evaluation results

MethodLinks
ChronosCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02780.01
MantisCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02760.01
UMECategory=Ours, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02750.01
EDA-spec. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02740.01
MOMENTCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02730.01
Gen. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02700.01
DummyCategory=Dummy, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02480