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SHHS, MrOS, and CFS

Benchmarks

Task NameDataset NameSOTA ResultTrend
SpO2 RegressionSHHS, MrOS, and CFS average (test)
MAE1.88
5
Heart Rate RegressionSHHS, MrOS, and CFS average (test)
MAE1.97
5
Sleep Event DetectionSHHS, MrOS, and CFS average (test)
IoU30.4
5
Sleep Stage ClassificationSHHS, MrOS, and CFS average (test)
AUC85.4
5
Channel Stats PredictionSHHS, MrOS, and CFS average (test)
SMAPE3.15
3
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