Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Novelty Detection on CIFAR100 (ID) vs SVHN (OOD) (test)
Loading...
1
AUROC
nnPU
0.7608
0.8229
0.885
0.9471
Dec 10, 2020
AUROC
TNR@95
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
TNR@95
nnPU
Evaluation Setting=SSN...
2020.12
1
100
Binary Classification
Evaluation Setting=SSN...
2020.12
1
100
ERD
Evaluation Setting=SSN...
2020.12
1
100
Gram
Evaluation Setting=Oth...
2020.12
0.99
97
Mahalanobis
Evaluation Setting=SSN...
2020.12
0.98
90
Mahalanobis-U
Evaluation Setting=SSN...
2020.12
0.98
92
MCD
Evaluation Setting=SSN...
2020.12
0.97
73
Vanilla Ensembles
Evaluation Setting=Oth...
2020.12
0.84
48
OE
Evaluation Setting=Oth...
2020.12
0.82
50
DPN
Evaluation Setting=Oth...
2020.12
0.77
44
Feedback
Search any
task
Search any
task