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ResearchFormerly WizWand

Image Classification on CIFAR-10 gamma=3 (Pathological)

74.46AccuracyFedWMSAM
60.513664.134367.75571.3757Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedWMSAMCommunication Rounds=5002025.1174.46
MoFedSAMCommunication Rounds=5002025.1173.27
FedSMOOCommunication Rounds=5002025.1170.99
FedCMCommunication Rounds=5002025.1170.25
SCAFFOLDCommunication Rounds=5002025.1167.86
FedSAMCommunication Rounds=5002025.1165.03
FedAvgCommunication Rounds=5002025.1164.26
FedLESAM(-S/-D)Communication Rounds=5002025.1163.81
FedGAMMACommunication Rounds=5002025.1161.05