Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

MROS dataset and benchmarks · SOTA2 Research

Research Datasets

MROS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Oxygen Desaturation Detection

MROS

68.4AUC

21

Hypopnea Detection

MROS

62.9AUC

21

Arousal Detection

MROS

83.9AUC

21

MROS

94.5AUC

21

Central Apnea detection

MROS SleepBench (OOD evaluation cohort)

98.1AUC

15

Oxygen Desaturation detection

MROS SleepBench OOD evaluation cohort

83.5AUC

15

Hypopnea detection

MROS SleepBench (OOD evaluation cohort)

85.1AUC

15

Arousal detection

MROS SleepBench (OOD evaluation cohort)

94.6AUC

15

MROS SleepBench (OOD evaluation cohort)

97.9AUC

15

Hypertension Prediction

MROS

66.3AUC

8

Diabetes Prediction

MROS

62.3AUC

8

Coronary Disease Prediction

MROS

68.1AUC

8

Heart-rate prediction

MROS

2.17MAE

7

mros in-distribution (test)

78Macro F1

4

Spearman correlation analysis with patient-reported recovery outcomes

MrOS (Osteoporotic Fractures in Men Study) cohort

0.107Spearman rho (Quality)

2

Sleep Stage Classification

MROS

77Macro F1

2

OSA severity prediction

MrOS

77.7F1 Score

1

Popular tasks

Sleep Staging Hypopnea Detection Arousal Detection Oxygen Desaturation Detection Sleep Stage Classification

Follow for updates

Join SOTA2 Contact