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ResearchFormerly WizWand

Image Classification on MNIST Dir(0.1) (test)

94.22Test AccuracyAAggFF
93.54493.719593.89594.0705Aug 16, 2025
Updated 4mo ago

Evaluation results

MethodLinks
AAggFFNumber of clients=50, Client participation=Full participation2025.0894.220.09
FairLoss*Number of clients=50, Client participation=Full participation2025.0894.120.08
FedAvgNumber of clients=50, Client participation=Full participation2025.0894.10.08
q-FFLNumber of clients=50, Client participation=Full participation2025.0894.10.08
FairLossNumber of clients=50, Client participation=Full participation2025.0894.10.08
FairGradNumber of clients=50, Client participation=Full participation2025.0894.090.08
FairGrad*Number of clients=50, Client participation=Full participation2025.0894.080.07
AFLNumber of clients=50, Client participation=Full participation2025.0893.570.28