| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PTBXL Super | ECG-Scan | Macro AUC90.9 | 84 | 16d ago | |
| CPSC 2018 | ECG-JEPAmb | AUC98 | 23 | 5d ago | |
| CSN | ECG-Scan | Macro AUC94.2 | 18 | 16d ago | |
| PTBXL Rhythm | ECG-Scan | Macro AUC93.3 | 18 | 16d ago | |
| PTBXL Form | ECG-Scan | Macro AUC84.1 | 18 | 16d ago | |
| PTBXL Sub | ECG-Scan | Macro AUC0.853 | 18 | 16d ago | |
| CPSC 2018 | CG-DMER | Macro AUC (1%)71.7 | 17 | 1mo ago | |
| PTB-XL, CPSC2018, CSN Cross-domain (test) | MERL | AUC (PTBXL-Super -> CPSC2018)88.21 | 14 | 16d ago | |
| PTB database | Adapted ConvNetQuake | Accuracy99.43 | 13 | 1mo ago | |
| Telehealth 12-lead ECG (test) | DNN | Precision100 | 10 | 1mo ago | |
| ECG | Expert | 1-F1 Score0.28 | 9 | 1mo ago | |
| Ningbo | CoRe-ECG | Accuracy97.7 | 8 | 4d ago | |
| ICBEB 2018 | ST-MEM | Accuracy87.2 | 8 | 4d ago | |
| PTB-XL | CoRe-ECG | Accuracy81.4 | 8 | 4d ago | |
| PTB-XL Lead II | CLEF-M | Dx Accuracy0.8307 | 8 | 1mo ago | |
| PTB-XL Lead I | CLEF-L | Dx Accuracy84.72 | 8 | 1mo ago | |
| Chaoyang Hospital external (test) | PatchECG | Accuracy74.5 | 7 | 20d ago | |
| PTB-XL 100 Hz | Chimera | Accuracy (All)94.1 | 7 | 1mo ago | |
| CPSC 2018 | Baseline (xresnet) | Macro AUC97.9 | 7 | 18d ago | |
| PTB 1% labeled training data (test) | COMET | Accuracy90.52 | 7 | 1mo ago | |
| PTB 10% labeled train (test) | COMET | Accuracy88.49 | 7 | 1mo ago | |
| PTB 100% labeled training data (test) | COMET | Accuracy0.8784 | 7 | 1mo ago | |
| PTB-XL 100Hz (test) | MULTIRESNET | All AUROC0.938 | 7 | 1mo ago | |
| PTB-XL | Macro F162.93 | 6 | 22d ago | ||
| MIT-BIH (test) | Macro-F162.93 | 6 | 22d ago |
