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Sleep spindle detection research benchmarks · SOTA2 Research

Sleep spindle detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DREAMS Spindles (Subjects S1-S8)

58.8S1 Score

5

Feb 26, 2026

MASS (Expert 2 annotations)

84.7F1 Score

5

Feb 26, 2026

MASS (Expert 1 annotations)

81.2F1 Score

4

Feb 26, 2026

79Recall (Overall)

2

Feb 26, 2026

73Recall (Overall)

2

Feb 26, 2026

82Recall (Overall)

1

Feb 26, 2026

81Recall (Overall)

1

Feb 26, 2026

Popular datasets

MODA MaSS DREAMS Spindles

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