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ResearchFormerly WizWand

Image Classification on CIFAR-10 gamma=6 (Pathological)

84.43AccuracyFedWMSAM
78.50280.04181.5883.119Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedWMSAMCommunication Rounds=5002025.1184.43
FedSMOOCommunication Rounds=5002025.1183.82
MoFedSAMCommunication Rounds=5002025.1183.34
SCAFFOLDCommunication Rounds=5002025.1181.79
FedCMCommunication Rounds=5002025.1181.67
FedLESAM(-S/-D)Communication Rounds=5002025.1181.27
FedGAMMACommunication Rounds=5002025.1180.43
FedSAMCommunication Rounds=5002025.1179.08
FedAvgCommunication Rounds=5002025.1178.73