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ResearchFormerly WizWand

Image Classification on Fashion-MNIST gamma=6 (Pathological)

88.05AccuracyFedWMSAM
80.166882.213484.2686.3066Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedWMSAMCommunication Rounds=5002025.1188.05
SCAFFOLDCommunication Rounds=5002025.1187.85
FedSMOOCommunication Rounds=5002025.1187.45
FedLESAM(-S/-D)Communication Rounds=5002025.1187.32
FedGAMMACommunication Rounds=5002025.1187.16
FedSAMCommunication Rounds=5002025.1186.73
FedAvgCommunication Rounds=5002025.1186.25
MoFedSAMCommunication Rounds=5002025.1181.41
FedCMCommunication Rounds=5002025.1180.47