Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Novelty Detection on CIFAR10 Subsets (ID vs OOD) (test)
Loading...
89
AUROC
ERD
59.88
67.44
75
82.56
Dec 10, 2020
AUROC
TNR@95
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR@95
ERD
Evaluation Setting=SSN...
2020.12
89
57
Binary Classification
Evaluation Setting=SSN...
2020.12
85
43
DPN
Evaluation Setting=Oth...
2020.12
82
32
OE
Evaluation Setting=Oth...
2020.12
82
41
Vanilla Ensembles
Evaluation Setting=Oth...
2020.12
80
39
Mahalanobis
Evaluation Setting=SSN...
2020.12
79
27
MCD
Evaluation Setting=SSN...
2020.12
69
25
Gram
Evaluation Setting=Oth...
2020.12
67
15
Mahalanobis-U
Evaluation Setting=SSN...
2020.12
64
13
nnPU
Evaluation Setting=SSN...
2020.12
61
11
Feedback
Search any
task
Search any
task