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ResearchFormerly WizWand

Image Classification on CIFAR10C 1% bias ratio unbiased (test)

46.18AccuracyBCSI
24.059229.802135.54541.2879Nov 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BCSIBias Info=false, Initialization=SelecMix2024.1146.18
SelecMixBias Info=false2024.1140.14
GroupDROBias Info=true2024.1138.3
BCSIBias Info=false, Initialization=LfF2024.1135.29
DCWPBias Info=false2024.1134.87
BCSIBias Info=false, Initialization=DFA2024.1133.53
BCSIBias Info=false, Initialization=ERM2024.1133.47
DFABias Info=false2024.1131.26
LfFBias Info=false2024.1131.15
BPABias Info=false2024.1126.86
ERMBias Info=false2024.1124.91