Classification on FashionMNIST (P10 Δ)
0.0095P10 DeltaFedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvgModel=FedeKD, alpha=0.52026.05 | 0.0095 | |
| FedAvgModel=FedeKD, alpha=0.12026.05 | 0.0181 | |
| FedAvgModel=FedeKD, alpha=0.32026.05 | 0.0188 | |
| FedAvgModel=FedType, alpha=0.12026.05 | 0.0242 | |
| FedProxModel=FedType, alpha=0.12026.05 | 0.0252 | |
| FedAvgModel=FedType, alpha=0.32026.05 | 0.0302 | |
| FedProxModel=FedType, alpha=0.32026.05 | 0.0322 | |
| FedProxModel=FedType, alpha=0.52026.05 | 0.033 | |
| FedAvgModel=FedType, alpha=0.52026.05 | 0.0339 | |
| FedProxModel=-, alpha=0.52026.05 | 0.2599 | |
| FedAvgModel=-, alpha=0.52026.05 | 0.2802 | |
| FedProxModel=-, alpha=0.32026.05 | 0.422 | |
| FedAvgModel=-, alpha=0.32026.05 | 0.4279 | |
| FedAvgModel=-, alpha=0.12026.05 | 0.6859 | |
| FedProxModel=-, alpha=0.12026.05 | 0.7016 | |
| FedDynModel=-, alpha=0.52026.05 | 0.8671 | |
| FedDynModel=-, alpha=0.32026.05 | 0.9155 | |
| FedDynModel=-, alpha=0.12026.05 | 0.9643 |