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ResearchFormerly WizWand

Classification on FashionMNIST (Worst Δ)

1.65Worst DeltaFedAvg (FedeKD)
-2.198423.778349.75575.7317May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.52026.051.65
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.12026.052.13
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.32026.052.74
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.12026.053.56
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.12026.053.56
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.52026.054.01
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.52026.054.08
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.32026.054.22
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.32026.054.36
FedProxAgg. Method=FedProx, Model=-, alpha=0.52026.0530.36
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.52026.0531.7
FedProxAgg. Method=FedProx, Model=-, alpha=0.32026.0547.34
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.32026.0548.32
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.12026.0577.04
FedProxAgg. Method=FedProx, Model=-, alpha=0.12026.0579.63
FedDynAgg. Method=FedDyn, Model=-, alpha=0.52026.0588.61
FedDynAgg. Method=FedDyn, Model=-, alpha=0.32026.0592.99
FedDynAgg. Method=FedDyn, Model=-, alpha=0.12026.0597.86