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ResearchFormerly WizWand

Binary Classification (Cognitive load/relax) on USILaughs (Leave-one-participant-out (LOPO))

72Balanced AccuracyMantis
49.1255.066166.94Feb 20, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MantisCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02720.05
UMECategory=Ours, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02710.05
EDA-spec. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02700.04
ChronosCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02670.03
Gen. HCCategory=Handcrafted (HC), Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02660.03
MOMENTCategory=Generalist Foundation, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02600.05
DummyCategory=Dummy, Validation Protocol=Leave-one-participant-out (LOPO) cross-validation2026.02500