Classification on OCTMNIST
0.0013Average DeltaFedeKD
Evaluation results
| Method | Links | |
|---|---|---|
| FedeKDAggregation Method=FedAvg, α (heterogeneity level)=0.32026.05 | 0.0013 | |
| FedeKDAggregation Method=FedAvg, α (heterogeneity level)=0.52026.05 | 0.0024 | |
| FedeKDAggregation Method=FedAvg, α (heterogeneity level)=0.12026.05 | 0.004 | |
| FedTypeAggregation Method=FedAvg, α (heterogeneity level)=0.12026.05 | 0.0247 | |
| FedTypeAggregation Method=FedProx, α (heterogeneity level)=0.12026.05 | 0.0264 | |
| FedTypeAggregation Method=FedAvg, α (heterogeneity level)=0.32026.05 | 0.0284 | |
| FedTypeAggregation Method=FedProx, α (heterogeneity level)=0.32026.05 | 0.0297 | |
| FedTypeAggregation Method=FedAvg, α (heterogeneity level)=0.52026.05 | 0.0306 | |
| FedTypeAggregation Method=FedProx, α (heterogeneity level)=0.52026.05 | 0.032 | |
| FedProxAggregation Method=FedProx, α (heterogeneity level)=0.52026.05 | 0.1909 | |
| FedAvgAggregation Method=FedAvg, α (heterogeneity level)=0.52026.05 | 0.2001 | |
| FedProxAggregation Method=FedProx, α (heterogeneity level)=0.32026.05 | 0.2965 | |
| FedAvgAggregation Method=FedAvg, α (heterogeneity level)=0.32026.05 | 0.3003 | |
| FedDynAggregation Method=FedDyn, α (heterogeneity level)=0.52026.05 | 0.479 | |
| FedProxAggregation Method=FedProx, α (heterogeneity level)=0.12026.05 | 0.4989 | |
| FedAvgAggregation Method=FedAvg, α (heterogeneity level)=0.12026.05 | 0.5044 | |
| FedDynAggregation Method=FedDyn, α (heterogeneity level)=0.32026.05 | 0.5242 | |
| FedDynAggregation Method=FedDyn, α (heterogeneity level)=0.12026.05 | 0.6328 |