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ResearchFormerly WizWand

Classification on OCTMNIST (Worst Δ)

0.0226Worst DeltaFedAvg (FedeKD)
-0.0160480.2448260.50570.766574May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.32026.050.0226
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.52026.050.0258
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.12026.050.0295
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.12026.050.0725
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.12026.050.0843
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.32026.050.1038
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.32026.050.1085
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.52026.050.1117
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.52026.050.1158
FedProxAgg. Method=FedProx, Model=-, alpha=0.52026.050.5301
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.52026.050.5488
FedProxAgg. Method=FedProx, Model=-, alpha=0.32026.050.698
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.32026.050.724
FedDynAgg. Method=FedDyn, Model=-, alpha=0.52026.050.8566
FedDynAgg. Method=FedDyn, Model=-, alpha=0.32026.050.938
FedProxAgg. Method=FedProx, Model=-, alpha=0.12026.050.9661
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.12026.050.9673
FedDynAgg. Method=FedDyn, Model=-, alpha=0.12026.050.9888