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ResearchFormerly WizWand

Image Classification on CIFAR-100 gamma=10 (Pathological)

43.83AccuracyFedWMSAM
0.30611.605522.90534.2045Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedWMSAMCommunication Rounds=5002025.1143.83
MoFedSAMCommunication Rounds=5002025.1142.79
SCAFFOLDCommunication Rounds=5002025.1141.33
FedCMCommunication Rounds=5002025.1139.4
FedLESAM(-S/-D)Communication Rounds=5002025.1139.14
FedAvgCommunication Rounds=5002025.1136.31
FedSAMCommunication Rounds=5002025.1135.53
FedSMOOCommunication Rounds=5002025.1130.06
FedGAMMACommunication Rounds=5002025.111.98