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Papers Benchmarks Datasets Tasks

four-class sleep staging research benchmarks · SOTA2 Research

four-class sleep staging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oxford Sleep Volunteers

68Kappa (mu)

2

Feb 26, 2026

HealthBed Study

van Meulen et al.

0.49Kappa (mu)

1

Feb 26, 2026

0.19Kappa (mu)

1

Feb 26, 2026

Healthy infants

26mu-Kappa

1

Feb 26, 2026

Popular datasets

Healthy infants Healthy adults HealthBed Study Oxford Sleep Volunteers

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