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Benchmarks
Out-of-distribution Detection on CIFAR100 (ID) vs LSUN-Resize (OOD) (test)
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63.86
FPR@95
Clipped HNN
63.142
67.9885
72.835
77.6815
Jul 23, 2021
FPR@95
AUROC
AUPR
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR@95
AUROC
AUPR
Clipped HNN
Scoring=Softmax scores...
2021.07
63.86
82.36
95.16
Vanilla HNN
Score function=Energy...
2021.07
64.35
82.64
95.27
ENN
Scoring=Softmax scores...
2021.07
71.5
82.12
95.69
Clipped HNNs
Score function=Energy...
2021.07
71.86
81.86
95.6
ENN
Score function=Energy...
2021.07
81.81
72.96
91.64
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