ECG multi-label classification on PhysioNet/CinC Challenge 12-lead 2021
64.1AUPRC1DCNN-ECG-Mamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 1DCNN-ECG-MambaLoss Function=Binary Cross Entropy2025.10 | 64.1 | 96.95 | |
| mambaLoss Function=Binary Cross Entropy2025.10 | 63.12 | 96.78 | |
| AuMLoss Function=Binary Cross Entropy2025.10 | 63.01 | 96.71 | |
| ECG-MambaLoss Function=Binary Cross Entropy2025.10 | 61 | 96.43 | |
| ISIBrno w/o attentionLoss Function=Mixture2025.10 | 54.52 | 88.63 | |
| 2D-CNNLoss Function=Binary Cross Entropy2025.10 | 54.39 | 93.48 | |
| ISIBrnoLoss Function=Mixture2025.10 | 52.3 | 89.6 | |
| ISIBrno (Random-lead)Loss Function=Mixture2025.10 | 50.41 | 90.36 |