Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Novelty Detection on FashionMNIST (ID) vs MNIST (OOD) (unlabeled set)
Loading...
100
AUROC
DPN
66.72
75.36
84
92.64
Dec 10, 2020
AUROC
TNR @ 0.95
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR @ 0.95
DPN
Architecture=3-hidden...
2020.12
100
100
nnPU
Architecture=3-hidden...
2020.12
100
100
MCD
Architecture=3-hidden...
2020.12
100
100
Bin. Classif.
Architecture=3-hidden...
2020.12
100
100
ERD
Architecture=3-hidden...
2020.12
100
100
ERD++
Architecture=3-hidden...
2020.12
100
100
Mahal.
Architecture=3-hidden...
2020.12
99
97
Mahal-U
Architecture=3-hidden...
2020.12
99
96
Vanilla Ensembles
Architecture=3-hidden...
2020.12
87
42
OE
Architecture=3-hidden...
2020.12
68
16
Feedback
Search any
task
Search any
task