Classification on CIFAR-10 (Worst Δ)
0.0196Worst DeltaFedAvg (FedeKD)
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.32026.05 | 0.0196 | |
| FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.52026.05 | 0.0217 | |
| FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.52026.05 | 0.0224 | |
| FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.52026.05 | 0.0226 | |
| FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.12026.05 | 0.0312 | |
| FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.32026.05 | 0.045 | |
| FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.32026.05 | 0.0472 | |
| FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.12026.05 | 0.0533 | |
| FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.12026.05 | 0.0606 | |
| FedProxAgg. Method=FedProx, Model=-, alpha=0.52026.05 | 0.4022 | |
| FedAvgAgg. Method=FedAvg, Model=-, alpha=0.52026.05 | 0.4122 | |
| FedProxAgg. Method=FedProx, Model=-, alpha=0.32026.05 | 0.5013 | |
| FedAvgAgg. Method=FedAvg, Model=-, alpha=0.32026.05 | 0.5099 | |
| FedDynAgg. Method=FedDyn, Model=-, alpha=0.52026.05 | 0.6397 | |
| FedAvgAgg. Method=FedAvg, Model=-, alpha=0.12026.05 | 0.7279 | |
| FedDynAgg. Method=FedDyn, Model=-, alpha=0.32026.05 | 0.7355 | |
| FedProxAgg. Method=FedProx, Model=-, alpha=0.12026.05 | 0.7486 | |
| FedDynAgg. Method=FedDyn, Model=-, alpha=0.12026.05 | 0.882 |