Classification on OCTMNIST (P10 Delta)
1.58P10 DeltaFedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvgModel=FedeKD, alpha=0.32026.05 | 1.58 | |
| FedAvgModel=FedeKD, alpha=0.12026.05 | 1.77 | |
| FedAvgModel=FedeKD, alpha=0.52026.05 | 1.88 | |
| FedAvgModel=FedType, alpha=0.12026.05 | 5.54 | |
| FedProxModel=FedType, alpha=0.12026.05 | 5.89 | |
| FedProxModel=FedType, alpha=0.32026.05 | 7.21 | |
| FedAvgModel=FedType, alpha=0.32026.05 | 7.77 | |
| FedAvgModel=FedType, alpha=0.52026.05 | 8.06 | |
| FedProxModel=FedType, alpha=0.52026.05 | 8.4 | |
| FedProxModel=-, alpha=0.52026.05 | 37.96 | |
| FedAvgModel=-, alpha=0.52026.05 | 39.99 | |
| FedProxModel=-, alpha=0.32026.05 | 55.4 | |
| FedAvgModel=-, alpha=0.32026.05 | 57.01 | |
| FedDynModel=-, alpha=0.52026.05 | 77.69 | |
| FedDynModel=-, alpha=0.32026.05 | 85.89 | |
| FedProxModel=-, alpha=0.12026.05 | 88.66 | |
| FedAvgModel=-, alpha=0.12026.05 | 89.35 | |
| FedDynModel=-, alpha=0.12026.05 | 96.07 |