Classification on OrganAMNIST (P10 Δ)
0.0137P10 DeltaFedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvgModel=FedeKD, alpha=0.32026.05 | 0.0137 | |
| FedAvgModel=FedeKD, alpha=0.52026.05 | 0.0141 | |
| FedAvgModel=FedType, alpha=0.52026.05 | 0.0179 | |
| FedProxModel=FedType, alpha=0.52026.05 | 0.0213 | |
| FedAvgModel=FedeKD, alpha=0.12026.05 | 0.0233 | |
| FedAvgModel=FedType, alpha=0.32026.05 | 0.0239 | |
| FedProxModel=FedType, alpha=0.32026.05 | 0.027 | |
| FedAvgModel=FedType, alpha=0.12026.05 | 0.0385 | |
| FedProxModel=FedType, alpha=0.12026.05 | 0.0415 | |
| FedProxModel=-, alpha=0.52026.05 | 0.3272 | |
| FedAvgModel=-, alpha=0.52026.05 | 0.3357 | |
| FedProxModel=-, alpha=0.32026.05 | 0.4622 | |
| FedAvgModel=-, alpha=0.32026.05 | 0.488 | |
| FedProxModel=-, alpha=0.12026.05 | 0.7348 | |
| FedAvgModel=-, alpha=0.12026.05 | 0.7576 | |
| FedDynModel=-, alpha=0.52026.05 | 0.8955 | |
| FedDynModel=-, alpha=0.32026.05 | 0.9291 | |
| FedDynModel=-, alpha=0.12026.05 | 0.9709 |