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ResearchFormerly WizWand

Image Classification on BFFHQ 0.5% bias ratio unbiased (test)

65.8Accuracy (Minority)BCSI
50.82454.71258.662.488Nov 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BCSIBias Info=false, Initialization=SelecMix2024.1165.8
SelecMixBias Info=false2024.1163.07
DCWPBias Info=false2024.1157.33
BCSIBias Info=false, Initialization=LfF2024.1157.13
BCSIBias Info=false, Initialization=DFA2024.1156.6
BCSIBias Info=false, Initialization=ERM2024.1156
LfFBias Info=false2024.1155.33
GroupDROBias Info=true2024.1154.8
ERMBias Info=false2024.1153.53
DFABias Info=false2024.1152.07
BPABias Info=false2024.1151.4