Near-OOD Detection on Average (CIFAR-10, CIFAR-100, TinyImageNet) benchmark leaderboard · SOTA2 Research

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

89.32AUROCOE

Evaluation Results

Method	Links
OE2025.11		89.32	34.29
RankOOD2025.11		85.39	44.79
CRAFT2025.11		85.22	46.76
LogitNorm2025.11		84.49	49.56
GEN2025.11		84.4	54.43
TempScale2025.11		84.23	53.42
RMDS2025.11		84.17	49.46
KNN2025.11		84.13	51.8
MixOE2025.11		84.1	54.88
MCD2025.11		83.91	46.92
MSP2025.11		83.88	52.6
MLS2025.11		83.82	58.85
EBO2025.11		83.66	59.07
ExCeL2025.11		83.33	59.89
ReAct2025.11		83.25	60.81
ARPL2025.11		81.47	52.54
CIDER2025.11		81.46	54.74
OpenMax2025.11		81.43	54.56
G-ODIN2025.11		81.18	61
ODIN2025.11		81.01	66.95
VIM2025.11		80.78	55.55
UDG2025.11		80.74	55.22
CSI2025.11		80.48	51.96
SHE2025.11		80.22	68.51
ConfBranch2025.11		80.18	54.31
DICE2025.11		79.83	63.29
KLM2025.11		78.84	78.68
ASH2025.11		78.62	72.46
MOS2025.11		73.9	68.79
MDS2025.11		68.27	70.85
RankFeat2025.11		66.09	77.84
GradNorm2025.11		65.93	87.66
OpenGAN2025.11		59.83	85.05
Gram2025.11		59.33	89.85
MDSEns2025.11		53.69	93.3