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Papers Benchmarks Datasets Tasks

Sleep Staging research benchmarks – Page 4 · SOTA2 Research

Sleep Staging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.1Accuracy

3

Feb 26, 2026

Surrey-cEEGrid EEG-EOG

75.3Accuracy

3

Feb 26, 2026

SHHS ECG & ABD (test)

82.7Accuracy

2

Feb 26, 2026

Sleep-EDF-ST EEG-EOG-EMG

80.6Accuracy

2

Feb 26, 2026

HMC EEG+ECG 5-channel

446,200,000Cycles (M)

1

Apr 7, 2026

MASS SS3 (31-fold cross-validation)

—

—Primary metric

0

Feb 26, 2026

Page 4 of 4

Popular datasets

SHHS ISRUC MaSS SleepEDF Sleep-EDF

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