Multi-label ECG classification on PTB-XL
93.1AUCECG-JEPArb
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ECG-JEPArbTraining Protocol=Fine-tuning2024.10 | 93.1 | — | — | |
| ST-MEMTraining Protocol=Fine-tuning2024.10 | 92.9 | — | — | |
| ECG-JEPAmbTraining Protocol=Fine-tuning2024.10 | 92.6 | — | — | |
| SimCLRTraining Protocol=Fine-tuning2024.10 | 91.8 | — | — | |
| KEDTraining Protocol=Fine-tuning2024.10 | 90.1 | — | — | |
| ECG-FMTraining Protocol=Fine-tuning2024.10 | 89.9 | — | — | |
| SupervisedTraining Protocol=Fine-tuning2024.10 | 87.8 | — | — | |
| CNN-VAE2026.03 | — | 87 | 74.5 | |
| Modern Apps2026.03 | — | 82 | 70 | |
| ResNet-502026.03 | — | 82.3 | — |