Regression on RetinaMNIST (Worst Δ)
0.1384Worst DeltaFedeKD
Evaluation results
| Method | Links | |
|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.52026.05 | 0.1384 | |
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.12026.05 | 0.1663 | |
| FedeKDAgg. Method=FedAvg, Model=FedeKD, α=0.32026.05 | 0.1783 | |
| FedAvgAgg. Method=FedAvg, α=0.52026.05 | 0.2968 | |
| FedProxAgg. Method=FedProx, α=0.52026.05 | 0.299 | |
| FedProxAgg. Method=FedProx, α=0.32026.05 | 0.3467 | |
| FedAvgAgg. Method=FedAvg, α=0.32026.05 | 0.348 | |
| FedAvgAgg. Method=FedAvg, α=0.12026.05 | 0.3917 | |
| FedProxAgg. Method=FedProx, α=0.12026.05 | 0.395 | |
| FedDynAgg. Method=FedDyn, α=0.52026.05 | 1.225 | |
| FedDynAgg. Method=FedDyn, α=0.12026.05 | 1.3692 | |
| FedDynAgg. Method=FedDyn, α=0.32026.05 | 1.5318 |