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Benchmarks
Novelty Detection on FashionMNIST [0,2,3,7,8] (ID) vs [1,4,5,6,9] (OOD) (unlabeled set)
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95
AUROC
Bin. Classif.
62.76
71.13
79.5
87.87
Dec 10, 2020
AUROC
TNR @ 0.95
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR @ 0.95
Bin. Classif.
Architecture=3-hidden...
2020.12
95
66
ERD
Architecture=3-hidden...
2020.12
94
67
ERD++
Architecture=3-hidden...
2020.12
94
68
nnPU
Architecture=3-hidden...
2020.12
82
30
Mahal-U
Architecture=3-hidden...
2020.12
82
39
MCD
Architecture=3-hidden...
2020.12
78
30
DPN
Architecture=3-hidden...
2020.12
77
15
Mahal.
Architecture=3-hidden...
2020.12
77
20
OE
Architecture=3-hidden...
2020.12
66
12
Vanilla Ensembles
Architecture=3-hidden...
2020.12
64
7
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