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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Federated Learning Communication Efficiency)

11Communication Rounds (Acc 40%, K=10)FedXLRP
10.3214.9119.524.09Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedXLRPHeterogeneity Parameter (α)=0.12026.061113
FedFedHeterogeneity Parameter (α)=0.12026.061312
FedXGradHeterogeneity Parameter (α)=0.12026.061326
FedXIGHeterogeneity Parameter (α)=0.12026.061621
FedAuxHeterogeneity Parameter (α)=0.12026.061936
FedGenHeterogeneity Parameter (α)=0.12026.062139
FedXSGHeterogeneity Parameter (α)=0.12026.062133
FedFTGHeterogeneity Parameter (α)=0.12026.062228
FedAvgHeterogeneity Parameter (α)=0.12026.062434
FedDynHeterogeneity Parameter (α)=0.12026.062432
SCAFFOLDHeterogeneity Parameter (α)=0.12026.062538
FedSAMHeterogeneity Parameter (α)=0.12026.062735
FedProxHeterogeneity Parameter (α)=0.12026.062832
FedDISCOHeterogeneity Parameter (α)=0.12026.062837
FedDFHeterogeneity Parameter (α)=0.12026.062845