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ResearchFormerly WizWand

Image Classification on MNIST pair noise 0.1 Dirichlet non-IID (test)

14ECESuPerFed-LM
13.6416.0718.520.93Sep 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SuPerFed-LMDirichlet alpha=1002021.09144984.78
SCAFFOLDDirichlet alpha=1002021.09165880.86
SuPerFed-MMDirichlet alpha=1002021.09165383.67
FedAvgDirichlet alpha=1002021.09175882.4
FedProxDirichlet alpha=1002021.09175882.05
FedPerDirichlet alpha=1002021.09175782.43
APFLDirichlet alpha=1002021.09186080.18
FedRepDirichlet alpha=1002021.09216277.95
DittoDirichlet alpha=1002021.09226672.39
LG-FedAvgDirichlet alpha=1002021.09236673.65
pFedMeDirichlet alpha=1002021.09236672.05