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ResearchFormerly WizWand

Image Classification on CIFAR-100 Dir-1.0

54.62AccuracyA-FedPDSAM
39.051243.093147.13551.1769Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
A-FedPDSAMBackbone=LeNet, Family=PD, Local Opt=SAM2024.0954.62
FedSpeedBackbone=ResNet-18, Family=PD, Local Opt=SAM2024.0953.49
A-FedPDSAMBackbone=ResNet-18, Family=PD, Local Opt=SAM2024.0953.49
FedSpeedBackbone=LeNet, Family=PD, Local Opt=SAM2024.0953.45
FedDynBackbone=ResNet-18, Family=PD, Local Opt=SGD2024.0952.75
A-FedPDBackbone=LeNet, Family=PD, Local Opt=SGD2024.0951.17
SCAFFOLDBackbone=ResNet-18, Family=P, Local Opt=SGD2024.0950.28
FedDynBackbone=LeNet, Family=PD, Local Opt=SGD2024.0949.64
SCAFFOLDBackbone=LeNet, Family=P, Local Opt=SGD2024.0949.11
FedCMBackbone=ResNet-18, Family=P, Local Opt=SGD2024.0948.66
FedSAMBackbone=ResNet-18, Family=P, Local Opt=SAM2024.0948.42
A-FedPDBackbone=ResNet-18, Family=PD, Local Opt=SGD2024.0948.02
FedAvgBackbone=ResNet-18, Family=P, Local Opt=SGD2024.0944.27
FedSAMBackbone=LeNet, Family=P, Local Opt=SAM2024.0942.83
FedCMBackbone=LeNet, Family=P, Local Opt=SGD2024.0942.35
FedAvgBackbone=LeNet, Family=P, Local Opt=SGD2024.0939.65