ResearchTasksArousal DetectionArousal DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMROSOSF83.9AUC21Mar 4, 2026SHHSOSF95.7AUC15Mar 4, 2026MROS SleepBench (OOD evaluation cohort)OSF94.6AUC15Mar 4, 2026CFS unseen (test)SleepLM89.2AUC9Jul 2, 2026