ECG Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
90.9Macro AUC
136
Jun 1, 2026
96.46Macro AUC
51
Jun 1, 2026
97.7AUC
46
May 26, 2026
97Macro AUROC
36
May 11, 2026
0.809Macro AUROC
36
May 11, 2026
0.813Macro AUROC
36
May 11, 2026
98AUC
36
Jun 23, 2026
96.78AUROC
31
Jun 8, 2026
0.902Macro AUC
31
Jun 23, 2026
93.3Macro AUC
27
Jun 1, 2026
0.965AUC
24
May 28, 2026
91.5Macro AUROC
24
May 11, 2026
83.7Macro AUROC
24
May 11, 2026
82.9Accuracy
23
Jun 9, 2026
85.2Accuracy
23
Jun 9, 2026
84.1Macro AUC
18
Apr 3, 2026
89.15AUC
17
Jun 1, 2026
71.7Macro AUC (1%)
17
Feb 26, 2026
72.7Micro-F1
14
Jul 9, 2026
74.3Micro-F1
14
Jul 9, 2026
88.2Micro F1 Score
14
Jul 9, 2026
75.2Micro-F1
14
Jul 9, 2026
87.8Micro-F1
14
Jul 9, 2026
88.21AUC (PTBXL-Super -> CPSC2018)
14
Apr 3, 2026
99.43Accuracy
13
Feb 26, 2026