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Benchmarks
Out-of-distribution Detection on CIFAR100 (ID) vs Texture (OOD) (test)
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40.65
FPR@95
NAC
38.9292
50.5446
62.16
73.7754
Jul 23, 2021
Jan 12, 2022
Jul 4, 2022
Dec 24, 2022
Jun 15, 2023
Dec 5, 2023
May 27, 2024
FPR@95
AUROC
AUPR
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR@95
AUROC
AUPR
NAC
Backbone=ResNet18
2024.05
40.65
89.32
-
VIM
Backbone=ResNet18
2024.05
46.86
85.91
-
WeiPer+ReAct
Backbone=ResNet18
2024.05
56.78
79.77
-
Clipped HNN
Scoring=Softmax scores...
2021.07
64.91
83.26
95.77
Vanilla HNN
Score function=Energy...
2021.07
65.03
83.38
95.85
ENN
Score function=Energy...
2021.07
72.77
77.38
93.38
Clipped HNNs
Score function=Energy...
2021.07
83.19
77.74
94.54
ENN
Scoring=Softmax scores...
2021.07
83.67
77.52
94.47
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