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Benchmarks
Out-of-Distribution Detection on CIFAR100 (ID) vs ISUN (OOD) (test)
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68.37
FPR@95%TPR
Clipped HNN
67.8356
71.4428
75.05
78.6572
Jul 23, 2021
FPR@95%TPR
AUROC
AUPR
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR@95%TPR
AUROC
AUPR
Clipped HNN
Scoring=Softmax scores...
2021.07
68.37
81.31
94.96
Vanilla HNN
Score function=Energy...
2021.07
68.75
81.33
94.93
ENN
Scoring=Softmax scores...
2021.07
74.07
82.51
95.83
Clipped HNNs
Score function=Energy...
2021.07
74.49
82.45
95.84
ENN
Score function=Energy...
2021.07
81.73
70.38
90.76
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