ResearchTasksSleep stage scoringFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedSleep (test)Con4m68.02F1 Score36Feb 26, 2026MASS (subject-wise)TinySleepNet87.5Accuracy22Feb 26, 2026Sleep-EDF Independent Training and Test Sets (subject-wise)SimpleSleepNet80.5MF113Feb 26, 2026Sleep-EDF Non-independent Training and Test Sets (epoch-wise)Ref. [8]91.3ACC3Feb 26, 2026