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Binary Classification (Sleep/Wake) research benchmarks · SOTA2 Research

Binary Classification (Sleep/Wake)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HeartS (Leave-one-participant-out (LOPO))

74Balanced Accuracy

7

Mar 19, 2026

Dreamt (Leave-one-participant-out (LOPO))

78Balanced Accuracy

7

Mar 19, 2026

HeartS Time-Aware (TA)

75Balanced Accuracy

7

Mar 19, 2026

Dreamt Time-Aware (TA)

73Balanced Accuracy

7

Mar 19, 2026

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