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ResearchFormerly WizWand

Image Classification on MNIST Dir(0.5) (test)

89.1Test AccuracyFairGrad
87.95688.25388.5588.847Aug 16, 2025
Updated 4mo ago

Evaluation results

MethodLinks
FairGradNumber of clients=50, Client participation=Full participation2025.0889.10.05
q-FFLNumber of clients=50, Client participation=Full participation2025.0889.070.05
AAggFFNumber of clients=50, Client participation=Full participation2025.0889.040.05
FairGrad*Number of clients=50, Client participation=Full participation2025.08890.05
FedAvgNumber of clients=50, Client participation=Full participation2025.0888.990.05
FairLoss*Number of clients=50, Client participation=Full participation2025.0888.990.05
AFLNumber of clients=50, Client participation=Full participation2025.0888.860.08
FairLossNumber of clients=50, Client participation=Full participation2025.08880.05