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Out-of-distribution Detection on CIFAR10-C vs SVHN (test)
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80.3
AUROC
MGP
67.612
70.906
74.2
77.494
Oct 6, 2022
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
MGP
Backbone=Inception v3,...
2022.10
80.3
MC Dropout
Backbone=Inception v3,...
2022.10
78.8
DE (EF)
Backbone=Inception v3,...
2022.10
76.9
SNGP
Backbone=Inception v3,...
2022.10
75.3
DE (LF)
Backbone=Inception v3,...
2022.10
72.2
TMC
Backbone=Inception v3,...
2022.10
68.1
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