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Out-of-Distribution Detection on CIFAR100 (ID Dnear OOD)

81.37AUROC

WeiPer+KLD

Updated 1mo ago

Evaluation Results

Method	Links
WeiPer+KLD 2024.05		81.37	54.34
WeiPer+MSP 2024.05		81.32	54.49
GEN 2024.05		81.31	54.42
WeiPer+ReAct 2024.05		81.2	55.03
MLS 2024.05		81.05	55.47
EBO 2024.05		80.91	55.62
TempScale 2024.05		80.9	54.49
ReAct 2024.05		80.77	56.39
MSP 2024.05		80.27	54.8
KNN 2024.05		80.18	61.22
RMDS 2024.05		80.15	55.46
WeiPer+KLD 2024.05		80.05	61.39
ODIN 2024.05		79.9	57.91
DICE 2024.05		79.38	57.95
SHE 2024.05		78.95	59.07
ASH 2024.05		78.2	65.71
ASH 2024.05		78.17	63.32
WeiPer+MSP 2024.05		77.68	63.84
ReAct 2024.05		77.38	66.69
TempScale 2024.05		77.14	64.5
RMDS 2024.05		76.99	65.04
GEN 2024.05		76.85	65.32
WeiPer+ReAct 2024.05		76.85	66.87
KLM 2024.05		76.64	72.54
KLM 2024.05		76.56	77.92
MLS 2024.05		76.46	67.82
OpenMax 2024.05		76.41	56.58
MSP 2024.05		76.02	65.68
EBO 2024.05		75.89	68.56
VIM 2024.05		74.98	62.63
OpenMax 2024.05		74.77	69.07
ODIN 2024.05		74.75	72.5
SHE 2024.05		73.78	73.01
DICE 2024.05		73.07	72.43
GradNorm 2024.05		72.96	78.89
VIM 2024.05		72.08	71.35
KNN 2024.05		71.1	70.87
GradNorm 2024.05		70.13	85.58
OpenGAN 2024.05		65.98	76.52
RankFeat 2024.05		61.88	80.59
Gram 2024.05		61.7	86.63
MDS 2024.05		58.69	83.53
MDS 2024.05		55.44	85.45
Gram 2024.05		51.66	92.28
RankFeat 2024.05		50.99	91.83
MDSEns 2024.05		49.67	93.52
MDSEns 2024.05		46.31	95.88