ResearchTasksNSR ClassificationNSR ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedXiamen cohortECGCLIP97.7PRAUC4May 26, 2026MIMIC-IV-ECG (external cohort)Random Init-R1836.7PRAUC4May 26, 2026CPSC2018 (external cohort)Merl-R1837.2PRAUC4May 26, 2026PTB-XL (external cohort)Merl55.2PRAUC4May 26, 2026