List your company
ResearchFormerly WizWand

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

97.52AccuracyDPR
59.476869.353479.2389.1066Nov 1, 2024Nov 2, 2024Nov 3, 2024Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DPR2024.1197.52
LC2024.1197.25
PGD2024.1196.88
DFA2024.1194.56
BCSIBias Info=false, Initialization=LfF2024.1190.79
LfFBias Info=false2024.1189.06
BCSIBias Info=false, Initialization=DFA2024.1188.39
BCSIBias Info=false, Initialization=SelecMix2024.1187.63
JTT2024.1185.84
DCWPBias Info=false2024.1185.16
DFABias Info=false2024.1184.71
SelecMixBias Info=false2024.1184.46
GroupDROBias Info=true2024.1179.57
BCSIBias Info=false, Initialization=ERM2024.1175.87
BPABias Info=false2024.1173.34
ERMBias Info=false2024.1171.76
ERM2024.1160.94