| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PTBXL Super | ECG-Scan | Macro AUC90.9 | 136 | 1mo ago | |
| CSN | MERIT | Macro AUC96.46 | 51 | 1mo ago | |
| PTB-XL (test) | ECG-NAT | AUC97.7 | 46 | 2mo ago | |
| CODE-15% (test) | ST-MEM | Macro AUROC97 | 36 | 2mo ago | |
| MIMIC-IV-ECG (test) | ST-MEM | Macro AUROC0.809 | 36 | 2mo ago | |
| EchoNext (test) | ST-MEM | Macro AUROC0.813 | 36 | 2mo ago | |
| CPSC 2018 | ECG-JEPAmb | AUC98 | 36 | 1mo ago | |
| PTB-XL | MSAIC-Net | AUROC96.78 | 31 | 1mo ago | |
| PTBXL Sub | SPOTR | Macro AUC0.9021 | 31 | 1mo ago | |
| PTBXL Rhythm | ECG-Scan | Macro AUC93.3 | 27 | 1mo ago | |
| CPSC | D-BETA | AUC0.9651 | 24 | 1mo ago | |
| CinC Georgia (test) | Macro AUROC91.5 | 24 | 2mo ago | ||
| ZZU pECG (test) | Macro AUROC83.7 | 24 | 2mo ago | ||
| CinC21 12 (test) | SafeECGMatch | Accuracy82.9 | 23 | 1mo ago | |
| PTB-XL 18 (test) | SafeECGMatch | Accuracy85.2 | 23 | 1mo ago | |
| PTBXL Form | ECG-Scan | Macro AUC84.1 | 18 | 3mo ago | |
| PTB-XL Form | STMEM | AUC89.15 | 17 | 1mo ago | |
| CPSC 2018 | CG-DMER | Macro AUC (1%)71.7 | 17 | 4mo ago | |
| Global All Clients | FedDualAtt | Micro-F172.7 | 14 | 16d ago | |
| G12EC | FedDualAtt | Micro-F174.3 | 14 | 16d ago | |
| SXPH | FedALA | Micro F1 Score88.2 | 14 | 16d ago | |
| PTB-XL | FedDualAtt | Micro-F175.2 | 14 | 16d ago | |
| SPH | FedDualAtt | Micro-F187.8 | 14 | 16d ago | |
| PTB-XL, CPSC2018, CSN Cross-domain (test) | MERL | AUC (PTBXL-Super -> CPSC2018)88.21 | 14 | 3mo ago | |
| PTB database | Adapted ConvNetQuake | Accuracy99.43 | 13 | 4mo ago |
