ECG Classification on G12EC
74.3Micro-F1FedDualAtt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedDualAttHead Ratio (Hg:Hl)=1Hg:7Hl2026.07 | 74.3 | 43.4 | |
| FedDualAttHead Ratio (Hg:Hl)=0Hg:8Hl2026.07 | 74.1 | 43.8 | |
| FedDualAttHead Ratio (Hg:Hl)=3Hg:5Hl2026.07 | 73.7 | 43.8 | |
| FedDualAttHead Ratio (Hg:Hl)=7Hg:1Hl2026.07 | 73.6 | 43.6 | |
| Ditto2026.07 | 73.4 | 42.2 | |
| FedDualAttHead Ratio (Hg:Hl)=5Hg:3Hl2026.07 | 73.2 | 43.1 | |
| FedDualAttHead Ratio (Hg:Hl)=4Hg:4Hl2026.07 | 73.2 | 43.3 | |
| FedDualAttHead Ratio (Hg:Hl)=2Hg:6Hl2026.07 | 71.2 | 41.7 | |
| Scaffold2026.07 | 70.7 | 42.7 | |
| FedDualAttHead Ratio (Hg:Hl)=6Hg:2Hl2026.07 | 70.7 | 40.7 | |
| FedProx2026.07 | 70.2 | 43.8 | |
| FedDualAttHead Ratio (Hg:Hl)=8Hg:0Hl2026.07 | 68.3 | 42.6 | |
| FedALA2026.07 | 66.7 | 41.2 | |
| FedAvg2026.07 | 66.3 | 39.5 |