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ResearchFormerly WizWand

Far-OOD Detection on Average (CIFAR-10, CIFAR-100, TinyImageNet)

91.17AUROCG-ODIN
59.169267.477175.78584.0929Nov 25, 2025
Updated 6mo ago

Evaluation results

MethodLinks
G-ODINMethod Category=Training methods without outliers2025.1191.1731.44
LogitNormMethod Category=Training methods without outliers2025.1190.4431.18
RankOODMethod Category=Training methods without outliers2025.1189.6532.04
KNNMethod Category=Post-hoc inference methods2025.1189.5135.06
CRAFTMethod Category=Training methods without outliers2025.1188.9534.64
VIMMethod Category=Post-hoc inference methods2025.1188.8134.33
OEMethod Category=Training methods with outliers2025.1188.8134.04
CIDERMethod Category=Training methods without outliers2025.1188.6235.04
ExCeLMethod Category=Post-hoc inference methods2025.1188.5740.24
RMDSMethod Category=Post-hoc inference methods2025.1187.7336.87
ReActMethod Category=Post-hoc inference methods2025.1187.7142.53
GENMethod Category=Post-hoc inference methods2025.1187.4641.18
MLSMethod Category=Post-hoc inference methods2025.1187.2944.15
EBOMethod Category=Post-hoc inference methods2025.1187.2844.38
TempScaleMethod Category=Post-hoc inference methods2025.1186.8441.81
OpenMaxMethod Category=Post-hoc inference methods2025.1186.4339.1
ODINMethod Category=Post-hoc inference methods2025.1186.3250.24
MSPMethod Category=Post-hoc inference methods2025.1186.2141.95
MixOEMethod Category=Training methods with outliers2025.1185.5346.22
UDGMethod Category=Training methods with outliers2025.1185.2547.13
DICEMethod Category=Post-hoc inference methods2025.1185.0148.17
MCDMethod Category=Training methods with outliers2025.1184.8938.78
ASHMethod Category=Post-hoc inference methods2025.1184.3255.17
ARPLMethod Category=Training methods without outliers2025.1184.0844
ConfBranchMethod Category=Training methods without outliers2025.1184.0642.68
SHEMethod Category=Post-hoc inference methods2025.1184.0257.59
KLMMethod Category=Post-hoc inference methods2025.1182.4863.62
CSIMethod Category=Training methods without outliers2025.1179.1651.67
MOSMethod Category=Training methods without outliers2025.1179.0157.25
MDSMethod Category=Post-hoc inference methods2025.1177.9455.38
GramMethod Category=Post-hoc inference methods2025.1172.0973.71
GradNormMethod Category=Post-hoc inference methods2025.1170.3280.68
MDSEnsMethod Category=Post-hoc inference methods2025.1169.7269.72
OpenGANMethod Category=Post-hoc inference methods2025.1165.2172.72
RankFeatMethod Category=Post-hoc inference methods2025.1160.474.87