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Hypopnea Detection research benchmarks · SOTA2 Research

Hypopnea Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SynthSleepNet + TCM

89.6Accuracy

38

Feb 26, 2026

62.9AUC

21

Mar 4, 2026

87.6AUC

15

Mar 4, 2026

MROS SleepBench (OOD evaluation cohort)

85.1AUC

15

Mar 4, 2026

SHHS 5% labeled data 1.0 (test)

SynthSleepNet+TCM

77.52Accuracy

12

Feb 26, 2026

SHHS 1% labeled data 1.0 (test)

SynthSleepNet+TCM

76.93Accuracy (ACC)

12

Feb 26, 2026

0.751AUC

6

Jul 2, 2026

CFS unseen (test)

85AUC

3

Jul 2, 2026

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