Regression on Diabetic Retinopathy
0.1519P90 DeltaFedeKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedeKDalpha=0.52026.05 | 0.1519 | — | |
| FedeKDalpha=0.32026.05 | 0.1551 | — | |
| FedeKDalpha=0.12026.05 | 0.168 | — | |
| FedAvgalpha=0.52026.05 | 0.3413 | — | |
| FedProxalpha=0.52026.05 | 0.3458 | — | |
| FedAvgalpha=0.32026.05 | 0.3658 | — | |
| FedProxalpha=0.32026.05 | 0.3686 | — | |
| FedAvgalpha=0.12026.05 | 0.4217 | — | |
| FedProxalpha=0.12026.05 | 0.4231 | — | |
| FedDynalpha=0.52026.05 | 1.1125 | — | |
| FedDynalpha=0.32026.05 | 1.2947 | — | |
| FedDynalpha=0.12026.05 | 2.014 | — | |
| FedAvgalpha=0.1, Agg. Method=FedAvg2026.05 | — | 0.1216 | |
| FedAvgalpha=0.3, Agg. Method=FedAvg2026.05 | — | 0.1682 | |
| FedAvgalpha=0.5, Agg. Method=FedAvg2026.05 | — | 0.1507 | |
| FedDynalpha=0.1, Agg. Method=FedDyn2026.05 | — | 1.3174 | |
| FedDynalpha=0.3, Agg. Method=FedDyn2026.05 | — | 0.7513 | |
| FedDynalpha=0.5, Agg. Method=FedDyn2026.05 | — | 0.6559 | |
| FedeKDalpha=0.1, Agg. Method=FedAvg, Model=FedeKD2026.05 | — | 0.0606 | |
| FedeKDalpha=0.3, Agg. Method=FedAvg, Model=FedeKD2026.05 | — | 0.005 | |
| FedeKDalpha=0.5, Agg. Method=FedAvg, Model=FedeKD2026.05 | — | 0.0058 | |
| FedProxalpha=0.1, Agg. Method=FedProx2026.05 | — | 0.1248 | |
| FedProxalpha=0.3, Agg. Method=FedProx2026.05 | — | 0.17 | |
| FedProxalpha=0.5, Agg. Method=FedProx2026.05 | — | 0.1506 |