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Benchmarks
Out-of-distribution detection on CIFAR-100 (ID) averaged over 7 OOD sets (val)
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69
TNR at TPR 95%
CutMix
9.512
24.956
40.4
55.844
May 13, 2019
TNR at TPR 95%
AUROC
Detection Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
TNR at TPR 95%
AUROC
Detection Accuracy
CutMix
Backbone=PyramidNet-200
2019.05
69
94.4
89.1
Baseline
Backbone=PyramidNet-200
2019.05
26.3
87.3
82
Cutout
Backbone=PyramidNet-200
2019.05
18.8
68.7
71.3
Mixup
Backbone=PyramidNet-200
2019.05
11.8
49.3
60.9
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