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Benchmarks
Novelty Detection on MNIST (ID) vs FashionMNIST (OOD)
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1
AUROC
DPN
0.8024
0.8537
0.905
0.9563
Dec 10, 2020
AUROC
TNR (0.05 operating point)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR (0.05 operating point)
DPN
Architecture=3-hidden...
2020.12
1
1
OE
Architecture=3-hidden...
2020.12
1
1
Mahal.
Architecture=3-hidden...
2020.12
1
1
nnPU
Architecture=3-hidden...
2020.12
1
1
MCD
Architecture=3-hidden...
2020.12
1
1
Mahal-U
Architecture=3-hidden...
2020.12
1
0.98
Bin. Classif.
Architecture=3-hidden...
2020.12
1
1
ERD
Architecture=3-hidden...
2020.12
1
1
ERD++
Architecture=3-hidden...
2020.12
1
1
Vanilla Ensembles
Architecture=3-hidden...
2020.12
0.81
0.01
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