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ResearchFormerly WizWand

Image Classification on SVHN (test) (Global and Local Accuracy)

46.3Global AccuracyFedRolex + DFRD
16.212824.023931.83539.6461Sep 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FedRolex + DFRDp (model heterogeneity level)=52023.0946.318.44
HeteroFL + DFRDp (model heterogeneity level)=52023.0942.7729.41
FedDP + DFRDp (model heterogeneity level)=52023.0941.4819.02
FedRolex + FedFTGp (model heterogeneity level)=52023.0938.0717.64
FedDP + DFRDp (model heterogeneity level)=102023.0937.317.19
FedRolex + DENSEp (model heterogeneity level)=52023.0936.5817.51
FedRolex + DFRDp (model heterogeneity level)=102023.0934.7815.99
FedRolexp (model heterogeneity level)=52023.0934.7114.2
FedDP + DFRDp (model heterogeneity level)=402023.0932.8916.14
FedRolex + DFRDp (model heterogeneity level)=402023.0932.8615.17
FedDP + FedFTGp (model heterogeneity level)=52023.0932.318
HeteroFL + FedFTGp (model heterogeneity level)=52023.0932.2229.1
HeteroFL + DENSEp (model heterogeneity level)=52023.0931.1628.62
FedDP + DENSEp (model heterogeneity level)=52023.0931.1518.39
HeteroFL + DFRDp (model heterogeneity level)=102023.0930.1731.56
HeteroFLp (model heterogeneity level)=52023.0929.5627.63
FedDPp (model heterogeneity level)=52023.0928.9916.96
FedDP + FedFTGp (model heterogeneity level)=102023.0928.5515.04
HeteroFL + DENSEp (model heterogeneity level)=102023.0927.4831.51
HeteroFL + FedFTGp (model heterogeneity level)=102023.0926.9231.56
FedRolex + DENSEp (model heterogeneity level)=102023.0926.6914.49
FedDP + FedFTGp (model heterogeneity level)=402023.0926.6314.39
FedDP + DENSEp (model heterogeneity level)=102023.0926.3815.73
FedRolex + FedFTGp (model heterogeneity level)=102023.0925.5314.51
HeteroFL + DFRDp (model heterogeneity level)=402023.0924.8226.14
FedRolex + DENSEp (model heterogeneity level)=402023.0924.3414.04
FedDPp (model heterogeneity level)=102023.0924.1714.95
FedRolex + FedFTGp (model heterogeneity level)=402023.0924.0614.03
FedRolexp (model heterogeneity level)=102023.0923.4813.85
HeteroFLp (model heterogeneity level)=102023.0923.0730.9
FedRolexp (model heterogeneity level)=402023.0922.3913.59
FedDP + DENSEp (model heterogeneity level)=402023.0922.3314.65
HeteroFL + DENSEp (model heterogeneity level)=402023.0920.4724.88
FedDPp (model heterogeneity level)=402023.0920.0314.38
HeteroFL + FedFTGp (model heterogeneity level)=402023.0919.0225.33
HeteroFLp (model heterogeneity level)=402023.0917.3725.28