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Benchmarks
Out-of-distribution detection on CIFAR100 (ID) vs LSUN-Crop (OOD) (test)
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43.46
FPR@95
ENN
41.7056
53.5478
65.39
77.2322
Jul 23, 2021
FPR@95
AUROC
AUPR
Updated 4d ago
Evaluation Results
Method
Method
Links
FPR@95
AUROC
AUPR
ENN
Scoring=Softmax scores...
2021.07
43.46
93.09
98.58
Clipped HNNs
Score function=Energy...
2021.07
43.8
93.04
98.56
Clipped HNN
Scoring=Softmax scores...
2021.07
51.08
87.21
96.83
Vanilla HNN
Score function=Energy...
2021.07
74.89
84.98
96.46
ENN
Score function=Energy...
2021.07
87.32
83.09
96.4
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