Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Out-of-Distribution Detection on MNIST (inlier) vs. CelebA (outlier) (test)
Loading...
0.943
ROC AUC
MC-Dropout
0.5322
0.63885
0.7455
0.85215
Jun 1, 2021
ROC AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
ROC AUC
MC-Dropout
Uncertainty Metric=Pre...
2021.06
0.943
ReDecNN
Uncertainty Metric=Pre...
2021.06
0.893
Ensemble
Uncertainty Metric=Pre...
2021.06
0.675
ReDecNN
Uncertainty Metric=Pre...
2021.06
0.647
Ensemble
Uncertainty Metric=Pre...
2021.06
0.591
MC-Dropout
Uncertainty Metric=Pre...
2021.06
0.548
Feedback
Search any
task
Search any
task