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ResearchFormerly WizWand

Image Classification on CIFAR10 (Communication & Speedup Metrics)

123Communication RoundsHiCS-FL
71.24420.627701,119.38Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HiCS-FLTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.091237.3
FedCorTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.097111.3
CSTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.097481.2
RandomTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.098981
pow-dTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.091,0370.9
DivFLTarget test accuracy (acc)=0.6, Concentration parameter setting=(2)2023.091,4170.6