List your company
ResearchFormerly WizWand

Image Classification on CIFAR-10 fine-grained (test)

67.46AccuracyFedFMX
11.310425.887740.46555.0423Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedFMXalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0667.46
FedCBDRalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0664.96
pFedMxFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0664.82
FedFMXalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0664.68
FedCBDRalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0660.58
pFedMxFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0660.43
FedFMXalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0659.36
Re-Fedalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0658.36
LANDERalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0658.19
FL-CLIPalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0657.85
FedCBDRalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0656.49
pFedMxFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0655.78
Re-Fedalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0654.21
FL-CLIPalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0652.19
pFedMoEalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0652.18
FedLwFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0651.53
Re-Fedalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0651.02
FL-CLIPalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0649.37
TARGETalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0648.62
pFedMoEalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0646.27
pFedMoEalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0639.84
LANDERalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0639.57
FedLwFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0638.98
TARGETalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0635.76
LANDERalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0635.73
FedLwFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0634.82
TARGETalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0632.21
FedEWCalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0629.44
FedCrossalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0628.93
FedWMSAMalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0627.41
FedMutalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0626.48
FedLSAalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0623.94
FedCrossalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0622.74
FedWMSAMalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0621.93
FedMutalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0620.11
FedEWCalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0620.07
FedLSAalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0618.23
FedCrossalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0617.38
FedWMSAMalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0616.82
FedEWCalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0616.24
FedMutalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0615.62
FedLSAalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0613.47