ECG Classification on SPH
87.8Micro-F1FedDualAtt
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedDualAttHead Ratio (Hg:Hl)=5Hg:3Hl2026.07 | 87.8 | 59.2 | |
| FedDualAttHead Ratio (Hg:Hl)=7Hg:1Hl2026.07 | 87.5 | 59.4 | |
| FedDualAttHead Ratio (Hg:Hl)=0Hg:8Hl2026.07 | 87.5 | 59.7 | |
| FedDualAttHead Ratio (Hg:Hl)=3Hg:5Hl2026.07 | 87.4 | 59.7 | |
| FedDualAttHead Ratio (Hg:Hl)=6Hg:2Hl2026.07 | 87 | 56.6 | |
| FedDualAttHead Ratio (Hg:Hl)=4Hg:4Hl2026.07 | 87 | 58.8 | |
| FedDualAttHead Ratio (Hg:Hl)=2Hg:6Hl2026.07 | 86.8 | 56.4 | |
| FedDualAttHead Ratio (Hg:Hl)=1Hg:7Hl2026.07 | 86.6 | 59.3 | |
| FedALA2026.07 | 84.4 | 62 | |
| Ditto2026.07 | 82.8 | 63.1 | |
| FedDualAttHead Ratio (Hg:Hl)=8Hg:0Hl2026.07 | 80.7 | 57.3 | |
| Scaffold2026.07 | 77.5 | 58 | |
| FedProx2026.07 | 74 | 60.3 | |
| FedAvg2026.07 | 69 | 58.5 |