Regression on Diabetic Retinopathy (Worst Δ)
0.2072Worst DeltaFedeKD
Evaluation results
| Method | Links | |
|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.32026.05 | 0.2072 | |
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.52026.05 | 0.208 | |
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.12026.05 | 0.223 | |
| FedAvgAgg. Method=FedAvg, α=0.52026.05 | 0.3922 | |
| FedProxAgg. Method=FedProx, α=0.52026.05 | 0.4039 | |
| FedAvgAgg. Method=FedAvg, α=0.32026.05 | 0.4243 | |
| FedProxAgg. Method=FedProx, α=0.32026.05 | 0.4311 | |
| FedAvgAgg. Method=FedAvg, α=0.12026.05 | 0.5074 | |
| FedProxAgg. Method=FedProx, α=0.12026.05 | 0.5142 | |
| FedDynAgg. Method=FedDyn, α=0.52026.05 | 1.2619 | |
| FedDynAgg. Method=FedDyn, α=0.32026.05 | 1.4682 | |
| FedDynAgg. Method=FedDyn, α=0.12026.05 | 2.2816 |