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Benchmarks
Novelty Detection on SVHN [0:4] (ID) vs [5:9] (OOD) (test)
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0.96
AUROC
nnPU
0.804
0.8445
0.885
0.9255
Dec 10, 2020
AUROC
TNR @ 95%
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR @ 95%
nnPU
Evaluation Setting=SSN...
2020.12
0.96
73
ERD
Evaluation Setting=SSN...
2020.12
0.95
73
Vanilla Ensembles
Evaluation Setting=Oth...
2020.12
0.92
69
Mahalanobis
Evaluation Setting=SSN...
2020.12
0.92
71
MCD
Evaluation Setting=SSN...
2020.12
0.91
51
Mahalanobis-U
Evaluation Setting=SSN...
2020.12
0.91
63
DPN
Evaluation Setting=Oth...
2020.12
0.87
19
OE
Evaluation Setting=Oth...
2020.12
0.85
52
Gram
Evaluation Setting=Oth...
2020.12
0.81
31
Binary Classification
Evaluation Setting=SSN...
2020.12
0.81
40
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