ECG Classification on CPSC 2018 (Macro AUC)
97.9Macro AUCBaseline (xresnet)
Evaluation results
| Method | Links | |
|---|---|---|
| Baseline (xresnet)Params=1.65M, Evaluation Protocol=zero-shot, Lead Configuration=6-lead (I, II, III, aVR, aVL, aVF), Initialization=mixed-basis2026.03 | 97.9 | |
| ConformerParams=1.83M, Evaluation Protocol=zero-shot, Lead Configuration=6-lead (I, II, III, aVR, aVL, aVF), Initialization=mixed-basis2026.03 | 97.9 | |
| CG-DMERZero-shot=true2026.02 | 82.93 | |
| MERL (ResNet)Zero-shot=true2026.02 | 82.8 | |
| C-MELTZero-shot=true2026.02 | 81.61 | |
| MERL (Vit)Zero-shot=true2026.02 | 79.21 | |
| ETPZero-shot=true2026.02 | 67.13 |