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ResearchFormerly WizWand

Image Classification on Fashion-MNIST beta=0.1 (Dirichlet)

84.64AccuracyFedWMSAM
72.877675.931378.98582.0387Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedWMSAMCommunication Rounds=5002025.1184.64
FedLESAM(-S/-D)Communication Rounds=5002025.1183.75
SCAFFOLDCommunication Rounds=5002025.1183.51
FedSMOOCommunication Rounds=5002025.1183.37
FedGAMMACommunication Rounds=5002025.1182.98
FedSAMCommunication Rounds=5002025.1182.61
FedAvgCommunication Rounds=5002025.1182.26
MoFedSAMCommunication Rounds=5002025.1174.89
FedCMCommunication Rounds=5002025.1173.33