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ResearchFormerly WizWand

Communication Rounds on CIFAR-10 Dirichlet partition (test)

95Communication RoundsFedCM
62.6281.3500718.7Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FedCMTarget Accuracy=70%, μ=0.62023.1195
MoFedSAMTarget Accuracy=70%, μ=0.62023.11119
FedMRURTarget Accuracy=70%, μ=0.62023.11125
FedCMTarget Accuracy=70%, μ=0.32023.11131
MoFedSAMTarget Accuracy=70%, μ=0.32023.11134
FedMRURTarget Accuracy=70%, μ=0.32023.11142
MoFedSAMTarget Accuracy=75%, μ=0.62023.11178
FedMRURTarget Accuracy=75%, μ=0.62023.11180
FedCMTarget Accuracy=75%, μ=0.62023.11185
MoFedSAMTarget Accuracy=75%, μ=0.32023.11205
FedMRURTarget Accuracy=75%, μ=0.32023.11221
FedCMTarget Accuracy=75%, μ=0.32023.11229
SCAFFOLDTarget Accuracy=70%, μ=0.62023.11263
SCAFFOLDTarget Accuracy=70%, μ=0.32023.11349
FedProxTarget Accuracy=70%, μ=0.62023.11354
MoFedSAMTarget Accuracy=80%, μ=0.62023.11384
FedAvgTarget Accuracy=70%, μ=0.62023.11392
FedMRURTarget Accuracy=80%, μ=0.62023.11393
SCAFFOLDTarget Accuracy=75%, μ=0.62023.11441
FedMRURTarget Accuracy=80%, μ=0.32023.11449
MoFedSAMTarget Accuracy=80%, μ=0.32023.11450
FedProxTarget Accuracy=70%, μ=0.32023.11452
FedCMTarget Accuracy=80%, μ=0.62023.11471
FedAvgTarget Accuracy=70%, μ=0.32023.11513
FedExpTarget Accuracy=70%, μ=0.32023.11518
FedExpTarget Accuracy=70%, μ=0.62023.11538
FedCMTarget Accuracy=80%, μ=0.32023.11573
SCAFFOLDTarget Accuracy=75%, μ=0.32023.11588
FedExpTarget Accuracy=75%, μ=0.62023.11788
FedExpTarget Accuracy=75%, μ=0.32023.11905