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ResearchFormerly WizWand

Global prediction performance on MNIST

97.94AccuracyFedHB-Mixture
93.197694.428895.6696.8912May 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FedHB-Mixtures=5, f=0.1, τ=12023.0597.94
FedHB-NIWs=5, f=0.1, τ=12023.0597.81
FedPops=5, f=0.1, τ=12023.0597.42
Fed-Proxs=5, f=0.1, τ=12023.0597.38
FedEMs=5, f=0.1, τ=12023.0597.38
pFedBayess=5, f=0.1, τ=12023.0597.32
Fed-BABUs=5, f=0.1, τ=12023.0597.16
FedBEs=5, f=0.1, τ=12023.0597.16
Fed-Avgs=5, f=0.1, τ=12023.0597.15
FedHB-Mixtures=5, f=0.1, τ=52023.0595.68
FedHB-NIWs=5, f=0.1, τ=52023.0595.51
FedEMs=5, f=0.1, τ=52023.0595.33
Fed-Proxs=5, f=0.1, τ=52023.0595.28
FedBEs=5, f=0.1, τ=52023.0595.11
FedPops=5, f=0.1, τ=52023.0594.98
FedPAs=5, f=0.1, τ=52023.0594.87
Fed-Avgs=5, f=0.1, τ=52023.0594.86
Fed-BABUs=5, f=0.1, τ=52023.0594.59
pFedBayess=5, f=0.1, τ=52023.0594.28
FedPAs=5, f=0.1, τ=12023.0593.38