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ResearchFormerly WizWand

Image Classification on CIFAR-100 fine-grained (test)

50.76AccuracyFedFMX
1.67214.41627.1639.904Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedFMXalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0650.76
FedFMXalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0650.32
FedFMXalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0647.87
FedCBDRalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0647.42
pFedMxFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0647.12
FedCBDRalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0646.27
pFedMxFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0646.09
FedCBDRalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0644.63
pFedMxFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0643.97
Re-Fedalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0640.87
FL-CLIPalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0639.9
Re-Fedalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0639.76
FL-CLIPalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0637.95
LANDERalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0637.66
LANDERalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0634.02
pFedMoEalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0633.24
Re-Fedalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0629.42
FedLwFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0628.97
pFedMoEalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0628.73
FL-CLIPalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0628.59
LANDERalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0627.35
TARGETalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0625.35
FedLwFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0625.21
pFedMoEalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0622.61
TARGETalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0621.38
FedLwFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0618.96
TARGETalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0614.04
FedEWCalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0612.31
FedEWCalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0611.03
FedCrossalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.069.86
FedWMSAMalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.069.12
FedMutalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.068.54
FedEWCalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.068.22
FedLSAalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.067.63
FedCrossalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.067.41
FedWMSAMalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.066.89
FedMutalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.066.37
FedLSAalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.065.48
FedCrossalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.065.03
FedWMSAMalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.064.76
FedMutalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.064.21
FedLSAalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.063.56