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ResearchFormerly WizWand

Image Classification on FMNIST (Efficiency Metrics)

60Communication RoundsHiCS-FL
43.28156.14269381.86Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HiCS-FLTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09602.5
pow-dTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09791.8
FedCorTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.09881.7
CSTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.091141.3
RandomTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.091491
DivFLTarget test accuracy (acc)=0.75, Concentration parameter setting=(2)2023.094780.3