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Papers Benchmarks Datasets Tasks

Arrhythmia Classification research benchmarks · SOTA2 Research

Arrhythmia Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Threshold-induced routed model

88.5Macro F1 Score

21

May 19, 2026

Rich-specialization model

71Macro F1 Score

21

May 19, 2026

Threshold-induced routed model

61.5Macro F1

21

May 19, 2026

Rich-specialization model

59.3Macro F1

21

May 19, 2026

PhysioNet Challenge Extreme Tachycardia ETC 2015 (test)

97.65TPR

20

Jun 19, 2026

PhysioNet Challenge Ventricular Flutter/Fibrillation 2015 (test)

100TPR

10

Jun 19, 2026

PhysioNet Challenge Extreme Bradycardia EBR 2015 (test)

100TPR

10

Jun 19, 2026

PhysioNet Challenge Asystole ASY 2015 (test)

100TPR

10

Jun 19, 2026

Chapman Lead II

0.909AUROC

8

Feb 26, 2026

0.909AUROC

8

Feb 26, 2026

Event Field Model

90.2AUROC

4

May 12, 2026

Deep residual CNN

98.4Average Accuracy

4

Feb 26, 2026

Popular datasets

PhysioNet Challenge MIT-BIH Chapman VitalDB ECG waveforms

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