| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PTBXL Super | ECG-Scan | Macro AUC90.9 | 136 | 2d ago | |
| CSN | MERIT | Macro AUC96.46 | 51 | 2d ago | |
| PTB-XL (test) | ECG-NAT | AUC97.7 | 46 | 8d ago | |
| CODE-15% (test) | ST-MEM | Macro AUROC97 | 36 | 23d ago | |
| MIMIC-IV-ECG (test) | ST-MEM | Macro AUROC0.809 | 36 | 23d ago | |
| EchoNext (test) | ST-MEM | Macro AUROC0.813 | 36 | 23d ago | |
| CPSC 2018 | ECG-JEPAmb | AUC98 | 32 | 2d ago | |
| PTBXL Rhythm | ECG-Scan | Macro AUC93.3 | 27 | 2d ago | |
| PTBXL Sub | HeartLang | Macro AUC0.8891 | 27 | 2d ago | |
| PTB-XL | ECG-NAT | AUROC96 | 26 | 6d ago | |
| CPSC | D-BETA | AUC0.9651 | 24 | 6d ago | |
| CinC Georgia (test) | Macro AUROC91.5 | 24 | 23d ago | ||
| ZZU pECG (test) | Macro AUROC83.7 | 24 | 23d ago | ||
| PTBXL Form | ECG-Scan | Macro AUC84.1 | 18 | 2mo ago | |
| PTB-XL Form | STMEM | AUC89.15 | 17 | 2d ago | |
| CPSC 2018 | CG-DMER | Macro AUC (1%)71.7 | 17 | 3mo ago | |
| PTB-XL, CPSC2018, CSN Cross-domain (test) | MERL | AUC (PTBXL-Super -> CPSC2018)88.21 | 14 | 2mo ago | |
| PTB database | Adapted ConvNetQuake | Accuracy99.43 | 13 | 3mo ago | |
| CPSC 2018 (test) | ECG-NAT | AUROC98.6 | 12 | 8d ago | |
| ZZU-pECG Pediatric | PEACE | AUC90.89 | 12 | 1mo ago | |
| Telehealth 12-lead ECG (test) | DNN | Precision100 | 10 | 3mo ago | |
| ECG | Expert | 1-F1 Score0.28 | 9 | 3mo ago | |
| CPSC (test) | D-BETA | AUC96.51 | 8 | 6d ago | |
| CSN (test) | MERIT | AUC96.46 | 8 | 6d ago | |
| PTB-XL All v1.0.1 (test) | MERIT | AUC92.7 | 8 | 6d ago |
