Regression on RetinaMNIST (RMSE)
1.236RMSEFedeKD
Evaluation results
| Method | Links | |
|---|---|---|
| FedeKDAgg. Method=FedAvg, alpha=0.32026.05 | 1.236 | |
| FedeKDAgg. Method=FedAvg, alpha=0.12026.05 | 1.2428 | |
| FedeKDAgg. Method=FedAvg, alpha=0.52026.05 | 1.2625 | |
| FedAvgAgg. Method=FedAvg, alpha=0.32026.05 | 1.3793 | |
| FedProxAgg. Method=FedProx, alpha=0.32026.05 | 1.3835 | |
| FedProxAgg. Method=FedProx, alpha=0.12026.05 | 1.3892 | |
| FedAvgAgg. Method=FedAvg, alpha=0.12026.05 | 1.3907 | |
| FedAvgAgg. Method=FedAvg, alpha=0.52026.05 | 1.3934 | |
| FedProxAgg. Method=FedProx, alpha=0.52026.05 | 1.3947 | |
| FedDynAgg. Method=FedDyn, alpha=0.12026.05 | 1.8538 | |
| FedDynAgg. Method=FedDyn, alpha=0.52026.05 | 2.011 | |
| FedDynAgg. Method=FedDyn, alpha=0.32026.05 | 2.0796 |