ResearchTasksApnea DetectionApnea DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSHHS (test)SynthSleepNet + TCM99.75ACC38Feb 26, 2026SHHS 5% labeled data 1.0 (test)SynthSleepNet+TCM99.37Accuracy12Feb 26, 2026SHHS 1% labeled data 1.0 (test)SynthSleepNet+TCM99.35Accuracy12Feb 26, 2026Apnea-ECG (test)regularcnn1d75.18Macro F16Mar 27, 2026