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Benchmarks
Novelty Detection on CIFAR100 [0:49] (ID) vs [50:99] (OOD) (test)
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0.81
AUROC
ERD
0.5188
0.5944
0.67
0.7456
Dec 10, 2020
AUROC
TNR@95
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR@95
ERD
Evaluation Setting=SSN...
2020.12
0.81
0.41
Vanilla Ensembles
Evaluation Setting=Oth...
2020.12
0.78
0.35
OE
Evaluation Setting=Oth...
2020.12
0.74
0.31
Mahalanobis
Evaluation Setting=SSN...
2020.12
0.72
0.2
Mahalanobis-U
Evaluation Setting=SSN...
2020.12
0.72
0.19
Gram
Evaluation Setting=Oth...
2020.12
0.71
0.16
DPN
Evaluation Setting=Oth...
2020.12
0.7
0.26
MCD
Evaluation Setting=SSN...
2020.12
0.7
0.26
Binary Classification
Evaluation Setting=SSN...
2020.12
0.66
0.13
nnPU
Evaluation Setting=SSN...
2020.12
0.53
0.06
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