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ResearchFormerly WizWand

Image Classification on CIFAR10C 0.5% bias ratio unbiased (test)

38.74AccuracyBCSI
19.770424.695229.6234.5448Nov 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BCSIBias Info=false, Initialization=SelecMix2024.1138.74
SelecMixBias Info=false2024.1137.63
GroupDROBias Info=true2024.1133.44
DCWPBias Info=false2024.1131.27
BCSIBias Info=false, Initialization=LfF2024.1127.63
DFABias Info=false2024.1127.13
BCSIBias Info=false, Initialization=ERM2024.1126.61
BCSIBias Info=false, Initialization=DFA2024.1125.66
BPABias Info=false2024.1125.5
LfFBias Info=false2024.1125.28
ERMBias Info=false2024.1120.5