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ResearchFormerly WizWand

Communication Efficiency on Mini-ImageNet (Image Classification)

86Communication RoundsHiCS-FL
60.4233.2406578.8Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HiCS-FLTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.09862.2
CSTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.091861
RandomTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.091911
FedCorTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.092290.8
pow-dTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.094320.4
DivFLTarget test accuracy (acc)=0.5, Concentration parameter setting=(2)2023.097260.3