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Benchmarks
Misclassification Detection on CIFAR-100-C 1.0 (test)
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84.05
AUROC
OpenMix
75.5324
77.7437
79.955
82.1663
Mar 30, 2023
AUROC
AURC
FPR@95
Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
AURC
FPR@95
Acc
OpenMix
Backbone=WRN
2023.03
84.05
176.15
66.24
62.09
CRL
Backbone=WRN
2023.03
80.71
273.6
71.13
53.38
MSP
Backbone=WRN
2023.03
79.7
299.82
72.77
51.38
CRL
Backbone=ResNet
2023.03
79
340.48
74.68
45.91
OpenMix
Backbone=DenseNet
2023.03
79
299.71
74.45
51.29
OpenMix
Backbone=ResNet
2023.03
78.56
303.82
74.61
50.61
CRL
Backbone=DenseNet
2023.03
78.15
346.73
75.25
46.56
MSP
Backbone=ResNet
2023.03
77.39
356.87
76.7
45.27
MSP
Backbone=DenseNet
2023.03
75.86
376.37
76.88
44.92
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