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ResearchFormerly WizWand

Classification on CIFAR-10 (Worst Δ)

0.0196Worst DeltaFedAvg (FedeKD)
-0.0148960.2179520.45080.683648May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.32026.050.0196
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.52026.050.0217
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.52026.050.0224
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.52026.050.0226
FedAvg (FedeKD)Agg. Method=FedAvg, Model=FedeKD, alpha=0.12026.050.0312
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.32026.050.045
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.32026.050.0472
FedAvg (FedType)Agg. Method=FedAvg, Model=FedType, alpha=0.12026.050.0533
FedProx (FedType)Agg. Method=FedProx, Model=FedType, alpha=0.12026.050.0606
FedProxAgg. Method=FedProx, Model=-, alpha=0.52026.050.4022
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.52026.050.4122
FedProxAgg. Method=FedProx, Model=-, alpha=0.32026.050.5013
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.32026.050.5099
FedDynAgg. Method=FedDyn, Model=-, alpha=0.52026.050.6397
FedAvgAgg. Method=FedAvg, Model=-, alpha=0.12026.050.7279
FedDynAgg. Method=FedDyn, Model=-, alpha=0.32026.050.7355
FedProxAgg. Method=FedProx, Model=-, alpha=0.12026.050.7486
FedDynAgg. Method=FedDyn, Model=-, alpha=0.12026.050.882