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ResearchFormerly WizWand

Image Classification on CIFAR-10 Pathological partition (test)

110Communication RoundsFedCM
52.32441.668311,220.34Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FedCMTarget Accuracy=70%, n=62023.11110
MoFedSAMTarget Accuracy=70%, n=62023.11112
FedMRURTarget Accuracy=70%, n=62023.11115
MoFedSAMTarget Accuracy=75%, n=62023.11166
FedMRURTarget Accuracy=75%, n=62023.11166
FedCMTarget Accuracy=75%, n=62023.11171
FedCMTarget Accuracy=70%, n=32023.11177
MoFedSAMTarget Accuracy=70%, n=32023.11178
FedMRURTarget Accuracy=70%, n=32023.11192
SCAFFOLDTarget Accuracy=70%, n=62023.11242
FedCMTarget Accuracy=75%, n=32023.11278
FedMRURTarget Accuracy=75%, n=32023.11305
MoFedSAMTarget Accuracy=75%, n=32023.11307
FedProxTarget Accuracy=70%, n=62023.11328
FedAvgTarget Accuracy=70%, n=62023.11353
FedMRURTarget Accuracy=80%, n=62023.11353
MoFedSAMTarget Accuracy=80%, n=62023.11356
SCAFFOLDTarget Accuracy=75%, n=62023.11426
FedCMTarget Accuracy=80%, n=62023.11443
FedExpTarget Accuracy=70%, n=62023.11459
SCAFFOLDTarget Accuracy=70%, n=32023.11466
FedMRURTarget Accuracy=80%, n=32023.11630
MoFedSAMTarget Accuracy=80%, n=32023.11636
FedExpTarget Accuracy=70%, n=32023.11770
FedCMTarget Accuracy=80%, n=32023.11810
FedExpTarget Accuracy=75%, n=62023.11866
SCAFFOLDTarget Accuracy=80%, n=62023.111,181
FedExpTarget Accuracy=75%, n=32023.111,225
SCAFFOLDTarget Accuracy=75%, n=32023.111,552