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ResearchFormerly WizWand

Image Classification on CMNIST 2% bias ratio unbiased (test)

97.15AccuracyBCSI
85.283688.364391.44594.5257Nov 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BCSIBias Info=false, Initialization=SelecMix2024.1197.15
SelecMixBias Info=false2024.1195.75
BCSIBias Info=false, Initialization=DFA2024.1195.67
BCSIBias Info=false, Initialization=ERM2024.1195.08
GroupDROBias Info=true2024.1194.89
ERMBias Info=false2024.1193.87
BCSIBias Info=false, Initialization=LfF2024.1192.95
DFABias Info=false2024.1192.31
BPABias Info=false2024.1189.42
DCWPBias Info=false2024.1189.42
LfFBias Info=false2024.1185.74