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ResearchFormerly WizWand

Image Classification on DomainNet fine-grained (test)

46.83AccuracyFedFMX
1.38213.18124.9836.779Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedFMXalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0646.83
FedFMXalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0644.29
FedFMXalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0643.75
FedCBDRalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0643.73
FedCBDRalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0642.72
pFedMxFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0641.47
pFedMxFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0640.56
FedCBDRalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0639.27
pFedMxFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0638.69
Re-Fedalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0635.97
FL-CLIPalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0635.11
Re-Fedalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0634.99
FL-CLIPalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0633.4
LANDERalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0633.14
LANDERalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0629.94
pFedMoEalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0629.25
Re-Fedalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0625.89
FedLwFalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0625.49
pFedMoEalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0625.28
FL-CLIPalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0625.16
LANDERalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0624.07
TARGETalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0622.31
FedLwFalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0622.18
pFedMoEalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0619.92
TARGETalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.0618.81
FedLwFalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0616.68
TARGETalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.0612.36
FedEWCalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.0610.83
FedEWCalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.069.71
FedCrossalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.068.68
FedWMSAMalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.068.03
FedMutalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.067.72
FedEWCalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.067.23
FedLSAalpha_D=1.0, backbone=ResNet-18, setting=DIL2026.066.71
FedCrossalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.066.52
FedWMSAMalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.066.06
FedMutalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.065.61
FedLSAalpha_D=0.5, backbone=ResNet-18, setting=DIL2026.064.82
FedCrossalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.064.46
FedWMSAMalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.064.19
FedMutalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.063.8
FedLSAalpha_D=0.1, backbone=ResNet-18, setting=DIL2026.063.13