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ResearchFormerly WizWand

Image Classification on CIFAR-10 Pathological-2 (test)

91.83Test AccuracyDFedPGP
80.608483.521786.43589.3483May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DFedPGPSetting=computation resources heterogeneous2024.0591.83
OSGPSetting=computation resources heterogeneous2024.0591.61
DFedAvgMSetting=computation resources heterogeneous2024.0591.52
Dis-PFLSetting=computation resources heterogeneous2024.0591.4
FedPerSetting=computation resources heterogeneous2024.0591.09
FedRepSetting=computation resources heterogeneous2024.0588.57
FedBABUSetting=computation resources heterogeneous2024.0583.06
DittoSetting=computation resources heterogeneous2024.0582.26
FedAvgSetting=computation resources heterogeneous2024.0581.04