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ResearchFormerly WizWand

Image Classification on CIFAR-10 Dirichlet beta=0.6

84.1AccuracyFedSMOO
78.650480.065281.4882.8948Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedSMOOCommunication Rounds=5002025.1184.1
FedWMSAMCommunication Rounds=5002025.1183.56
MoFedSAMCommunication Rounds=5002025.1183.39
FedGAMMACommunication Rounds=5002025.1182.92
SCAFFOLDCommunication Rounds=5002025.1182.32
FedLESAM(-S/-D)Communication Rounds=5002025.1181.65
FedCMCommunication Rounds=5002025.1181.26
FedSAMCommunication Rounds=5002025.1179.63
FedAvgCommunication Rounds=5002025.1178.86