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Far-OOD Detection on TinyImageNet

93.9AUROCASH
35.992851.026466.0681.0936Nov 25, 2025

Evaluation results

MethodLinks
ASHMethod Category=Post-hoc inference methods2025.1193.927.29
KNNMethod Category=Post-hoc inference methods2025.1193.1627.27
LogitNormMethod Category=Training methods without outliers2025.1193.0426.11
G-ODINMethod Category=Training methods without outliers2025.1192.3330.18
ReActMethod Category=Post-hoc inference methods2025.1192.3128.5
RankOODMethod Category=Training methods without outliers2025.1192.1427.73
ExCeLMethod Category=Post-hoc inference methods2025.1191.9728.45
ODINMethod Category=Post-hoc inference methods2025.1191.7134.23
GENMethod Category=Post-hoc inference methods2025.1191.3632.1
VIMMethod Category=Post-hoc inference methods2025.1191.2627.2
MLSMethod Category=Post-hoc inference methods2025.1191.1134.03
CRAFTMethod Category=Training methods without outliers2025.1190.8832.67
EBOMethod Category=Post-hoc inference methods2025.1190.8634.86
TempScaleMethod Category=Post-hoc inference methods2025.1190.8234
DICEMethod Category=Post-hoc inference methods2025.1190.836.51
CIDERMethod Category=Training methods without outliers2025.1190.6630.17
ConfBranchMethod Category=Training methods without outliers2025.1190.4334.75
OpenMaxMethod Category=Post-hoc inference methods2025.1190.233.12
MSPMethod Category=Post-hoc inference methods2025.1190.1335.43
SHEMethod Category=Post-hoc inference methods2025.1189.8142.17
ARPLMethod Category=Training methods without outliers2025.1189.2336.46
OEMethod Category=Training methods with outliers2025.1189.0234.17
MCDMethod Category=Training methods with outliers2025.1188.9429.93
KLMMethod Category=Post-hoc inference methods2025.1188.5340.9
MixOEMethod Category=Training methods with outliers2025.1188.2740.93
RMDSMethod Category=Post-hoc inference methods2025.1188.0632.45
GradNormMethod Category=Post-hoc inference methods2025.1184.2666.45
UDGMethod Category=Training methods with outliers2025.1182.0962.04
MOSMethod Category=Training methods without outliers2025.1180.4651.56
MDSMethod Category=Post-hoc inference methods2025.1174.7261.66
OpenGANMethod Category=Post-hoc inference methods2025.1173.1564.16
GramMethod Category=Post-hoc inference methods2025.1171.1984.36
MDSEnsMethod Category=Post-hoc inference methods2025.1169.2780.96
RankFeatMethod Category=Post-hoc inference methods2025.1138.2297.72