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ResearchFormerly WizWand

Classification on OrganAMNIST (Worst Δ)

0.0186Worst DeltaFedAvg (FedeKD)
-0.0199280.2401360.50020.760264May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.52026.050.0186
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.32026.050.0192
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.52026.050.0256
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.12026.050.0281
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.52026.050.0307
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.32026.050.0394
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.32026.050.0449
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.12026.050.0589
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.12026.050.0604
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.52026.050.3786
FedProxAgg. Method=FedProx, Model=-, alpha=0.52026.050.3799
FedProxAgg. Method=FedProx, Model=-, alpha=0.32026.050.5128
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.32026.050.5445
FedProxAgg. Method=FedProx, Model=-, alpha=0.12026.050.7944
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.12026.050.8155
FedDynAgg. Method=FedDyn, Model=-, alpha=0.52026.050.9071
FedDynAgg. Method=FedDyn, Model=-, alpha=0.32026.050.9381
FedDynAgg. Method=FedDyn, Model=-, alpha=0.12026.050.9818