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Image Classification on Fashion-MNIST Dir(0.5)

90.57AccuracyFedAvg
76.280479.990283.787.4098Oct 24, 2024

Evaluation results

MethodLinks
FedAvgNumber of clients=20, Sample ratio=100%2024.1090.57
AdapFedAvgNumber of clients=20, Sample ratio=100%2024.1090.42
AdapFedAvgNumber of clients=100, Sample ratio=20%2024.1090.39
FedDriftNumber of clients=20, Sample ratio=100%2024.1090.38
SCAFFOLDNumber of clients=20, Sample ratio=100%2024.1090.33
DittoNumber of clients=20, Sample ratio=100%2024.1090.33
FedDriftNumber of clients=100, Sample ratio=20%2024.1090.33
FedProxNumber of clients=20, Sample ratio=100%2024.1090.29
FedAvgNumber of clients=100, Sample ratio=20%2024.1090.22
FedProxNumber of clients=100, Sample ratio=20%2024.1090.22
FedFMNumber of clients=100, Sample ratio=20%2024.1090.2
FlashNumber of clients=20, Sample ratio=100%2024.1090.19
FedFMNumber of clients=20, Sample ratio=100%2024.1090.03
FlashNumber of clients=100, Sample ratio=20%2024.1089.94
FedCCFANumber of clients=20, Sample ratio=100%2024.1089.81
FedCCFANumber of clients=100, Sample ratio=20%2024.1089.74
DittoNumber of clients=100, Sample ratio=20%2024.1089.73
IFCANumber of clients=100, Sample ratio=20%2024.1088.61
SCAFFOLDNumber of clients=100, Sample ratio=20%2024.1087.72
FedPACNumber of clients=100, Sample ratio=20%2024.1087.61
IFCANumber of clients=20, Sample ratio=100%2024.1086.99
pFedMeNumber of clients=20, Sample ratio=100%2024.1085.06
FedPACNumber of clients=20, Sample ratio=100%2024.1085.01
pFedMeNumber of clients=100, Sample ratio=20%2024.1084.81
FedRepNumber of clients=20, Sample ratio=100%2024.1081.7
FedBABUNumber of clients=100, Sample ratio=20%2024.1080.69
FedRepNumber of clients=100, Sample ratio=20%2024.1080.39
FedBABUNumber of clients=20, Sample ratio=100%2024.1076.83