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ResearchFormerly WizWand

Image Classification on CIFAR10 symmetric noise 0.2 Dirichlet non-IID (a=100) (test)

31ECESuPerFed-LM
29.440.25161.8Sep 16, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SuPerFed-LMDirichlet alpha=1002021.09317142.81
SuPerFed-MMDirichlet alpha=1002021.09406842.66
APFLDirichlet alpha=1002021.09518137.85
FedAvgDirichlet alpha=1002021.09528138.62
FedProxDirichlet alpha=1002021.09538136.91
DittoDirichlet alpha=1002021.09568526.39
SCAFFOLDDirichlet alpha=1002021.09638538.85
LG-FedAvgDirichlet alpha=1002021.09658525.68
pFedMeDirichlet alpha=1002021.09668826.01
FedPerDirichlet alpha=1002021.09708732.82
FedRepDirichlet alpha=1002021.09718329.22