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ResearchFormerly WizWand

Image Classification on CMNIST 5% bias ratio unbiased (test)

98.13AccuracyBCSI
94.146895.180996.21597.2491Nov 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BCSIBias Info=false, Initialization=SelecMix2024.1198.13
SelecMixBias Info=false2024.1198.09
GroupDROBias Info=true2024.1197.54
BCSIBias Info=false, Initialization=DFA2024.1197.52
BPABias Info=false2024.1197.13
BCSIBias Info=false, Initialization=ERM2024.1196.79
ERMBias Info=false2024.1196.28
BCSIBias Info=false, Initialization=LfF2024.1195.59
DCWPBias Info=false2024.1195.17
DFABias Info=false2024.1194.33
LfFBias Info=false2024.1194.3