ECG Classification on SXPH
88.2Micro F1 ScoreFedALA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedALA2026.07 | 88.2 | 37.4 | |
| FedDualAttHead Ratio (Hg:Hl)=7Hg:1Hl2026.07 | 86.8 | 40.2 | |
| Ditto2026.07 | 86.5 | 38.1 | |
| FedDualAttHead Ratio (Hg:Hl)=0Hg:8Hl2026.07 | 86.4 | 39.9 | |
| FedDualAttHead Ratio (Hg:Hl)=5Hg:3Hl2026.07 | 86.2 | 40.5 | |
| FedDualAttHead Ratio (Hg:Hl)=6Hg:2Hl2026.07 | 85.7 | 38.4 | |
| FedDualAttHead Ratio (Hg:Hl)=4Hg:4Hl2026.07 | 85.7 | 40.1 | |
| FedDualAttHead Ratio (Hg:Hl)=3Hg:5Hl2026.07 | 85.7 | 40.5 | |
| FedDualAttHead Ratio (Hg:Hl)=2Hg:6Hl2026.07 | 85.2 | 38.6 | |
| FedDualAttHead Ratio (Hg:Hl)=1Hg:7Hl2026.07 | 85.2 | 40.6 | |
| FedDualAttHead Ratio (Hg:Hl)=8Hg:0Hl2026.07 | 78.1 | 39.7 | |
| FedAvg2026.07 | 77.6 | 37.2 | |
| Scaffold2026.07 | 73.3 | 36.2 | |
| FedProx2026.07 | 73.2 | 36 |