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Papers Benchmarks Datasets Tasks

Apnea Detection research benchmarks · SOTA2 Research

Apnea Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SynthSleepNet + TCM

99.75ACC

38

Feb 26, 2026

SHHS 5% labeled data 1.0 (test)

SynthSleepNet+TCM

99.37Accuracy

12

Feb 26, 2026

SHHS 1% labeled data 1.0 (test)

SynthSleepNet+TCM

99.35Accuracy

12

Feb 26, 2026

Apnea-ECG (test)

75.18Macro F1

6

Mar 27, 2026

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