ECG Classification on PhysioNet 2021 Challenge (CPSC, PTB-XL, Georgia, Chapman-Shaoxing) (test)
79.15Macro F1 ScoreSource-aware oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Source-aware oracleSelection rule=Source-aware oracle2026.07 | 79.15 | 100 | |
| MLP top-2 marginSelection rule=MLP top-2 margin2026.07 | 77.82 | 81.5 | |
| Domain MLPSelection rule=Domain MLP2026.07 | 77.56 | 81.5 | |
| Linear routerSelection rule=Linear router2026.07 | 76.94 | 78.5 | |
| Shrinkage LDASelection rule=Shrinkage LDA2026.07 | 76.72 | 77.7 | |
| kNNSelection rule=kNN2026.07 | 76.21 | 66.8 | |
| CentroidSelection rule=Centroid2026.07 | 75.57 | 61.9 | |
| Pooled single headSelection rule=Pooled single head2026.07 | 75.51 | — | |
| MLP top-2 probability avg.Selection rule=MLP top-2 probability avg.2026.07 | 75.01 | 81.5 |