| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CPSC 2018 | AUC69.3 | 15 | 5d ago | ||
| CODE 15% | EVL-ECG | AUC86.4 | 15 | 5d ago | |
| PTB-XL Super | EVL-ECG | AUC75.2 | 15 | 5d ago | |
| MMMU ECG | EVL-ECG | Accuracy48.5 | 14 | 5d ago | |
| G12EC | EVL-ECG | Accuracy77.1 | 14 | 5d ago | |
| CSN | EVL-ECG | Accuracy89.7 | 14 | 5d ago | |
| CODE (test) | D-BETA | AUC96.79 | 9 | 2mo ago | |
| CPSC 2018 Tier 1 (test) | ECGCLIP | PRAUC65 | 7 | 7d ago | |
| Georgia Tier 1 (test) | ECGCLIP | PRAUC0.31 | 7 | 7d ago | |
| PTBXL Tier 1 (test) | PRAUC40.7 | 7 | 7d ago | ||
| Chapman Tier 1 (test) | ECGCLIP | PRAUC29 | 7 | 7d ago | |
| UKB Tier 1 (test) | ECGCLIP | PRAUC36.7 | 7 | 7d ago | |
| MIMIC-IV-ECG Tier 1 (test) | ECGCLIP | PRAUC27.3 | 7 | 7d ago | |
| Xiamen Tier 1 (test) | ECGCLIP | PRAUC49.6 | 7 | 7d ago | |
| Zhongshan Tier 1 (test) | ECGCLIP | PRAUC48.2 | 7 | 7d ago | |
| Cardiologist Evaluation Human Rating (test) | ECG-R1 | Analytical Relevance4.55 | 2 | 3mo ago |
