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ResearchFormerly WizWand

Image Classification on CIFAR-10 Mild Non-IID (C=5, α=3.0) (test)

84.52Top-1 AccuracyGPSL
58.166465.008271.8578.6918Jul 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GPSLNumber of clients (K)=642024.0784.52
GPSLNumber of clients (K)=162024.0784.5
GPSLNumber of clients (K)=1282024.0784.43
GPSLNumber of clients (K)=322024.0784.34
Centralized Learning (CL)Mode=Upper bound baseline2024.0784.06
FPLSNumber of clients (K)=642024.0771.43
FPLSNumber of clients (K)=1282024.0771.25
FLSNumber of clients (K)=322024.0770.97
FLSNumber of clients (K)=642024.0770.45
FLSNumber of clients (K)=1282024.0769.33
FLSNumber of clients (K)=162024.0766.12
FPLSNumber of clients (K)=322024.0764.61
FPLSNumber of clients (K)=162024.0759.18