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SOF dataset and benchmarks · SOTA2 Research

Research Datasets

SOF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

SOF (10-fold cross-validation)

90.38F1 Score

28

Sleep stage prediction

SOF Outside → (79,86] Domain Interpolation

73.6Accuracy

8

Sleep stage prediction

SOF [75,82] → (82,90] Domain Extrapolation

76.7Accuracy

8

SOF

97AUC

7

sof in-distribution (test)

0.79Macro F1 (Mean)

4

Sleep Stage Classification

SOF

79Macro F1

2

Popular tasks

Sleep Staging Sleep stage prediction Classification Sleep Stage Classification

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