Classification on CIFAR-10 (P10 Delta)
0.0147P10 DeltaFedAvg
Evaluation Results
| Method | Links | |
|---|---|---|
| FedAvgModel=FedeKD, alpha=0.32026.05 | 0.0147 | |
| FedAvgModel=FedeKD, alpha=0.52026.05 | 0.0151 | |
| FedAvgModel=FedType, alpha=0.52026.05 | 0.0154 | |
| FedProxModel=FedType, alpha=0.52026.05 | 0.0168 | |
| FedAvgModel=FedeKD, alpha=0.12026.05 | 0.0224 | |
| FedAvgModel=FedType, alpha=0.32026.05 | 0.0285 | |
| FedProxModel=FedType, alpha=0.32026.05 | 0.034 | |
| FedAvgModel=FedType, alpha=0.12026.05 | 0.0372 | |
| FedProxModel=FedType, alpha=0.12026.05 | 0.0436 | |
| FedProxModel=-, alpha=0.52026.05 | 0.3736 | |
| FedAvgModel=-, alpha=0.52026.05 | 0.376 | |
| FedProxModel=-, alpha=0.32026.05 | 0.4732 | |
| FedAvgModel=-, alpha=0.32026.05 | 0.4765 | |
| FedDynModel=-, alpha=0.52026.05 | 0.6221 | |
| FedDynModel=-, alpha=0.32026.05 | 0.6924 | |
| FedAvgModel=-, alpha=0.12026.05 | 0.7097 | |
| FedProxModel=-, alpha=0.12026.05 | 0.7173 | |
| FedDynModel=-, alpha=0.12026.05 | 0.8334 |