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ResearchFormerly WizWand

Image Classification on Tiny-ImageNet fine-grained (test)

22.95AccuracyFedFMX
1.18286.833912.48518.1361Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedFMXalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0622.95
FedFMXalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0619.14
FedFMXalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0615.88
FedCBDRalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0615.72
pFedMxFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0615.46
FedCBDRalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0614.38
pFedMxFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0614.25
pFedMoEalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0612.63
FL-CLIPalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0612.34
FedCBDRalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0612.29
Re-Fedalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0612.28
pFedMxFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0612.17
Re-Fedalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0611.43
FL-CLIPalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0610.91
pFedMoEalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0610.84
FedLwFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0610.34
LANDERalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0610.24
Re-Fedalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.069.18
FL-CLIPalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.068.94
LANDERalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.068.78
LANDERalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.068.66
pFedMoEalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.067.92
TARGETalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.067.86
FedLwFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.066.25
TARGETalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.065.67
FedCrossalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.065.64
FedWMSAMalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.065.31
FedEWCalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.065.22
TARGETalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.065.21
FedMutalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.064.96
FedEWCalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.064.39
FedLSAalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.064.27
FedCrossalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.064.21
FedLwFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.063.97
FedWMSAMalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.063.89
FedEWCalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.063.62
FedMutalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.063.58
FedLSAalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.063.01
FedCrossalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.062.86
FedWMSAMalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.062.63
FedMutalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.062.41
FedLSAalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.062.02