Out-of-Distribution Detection on ImageNet dogs vs ImageNet non-dogs
Metric: AUROC (higher is better)
Metric: AUROC (higher is better)
| # | Model↕ | AUROC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ResNet34 + FSSD | 93.1 | No | Feature Space Singularity for Out-of-Distributio... | 2020-11-30 | Code |
| 2 | ResNet 34 + OE | 92.5 | Yes | Outlier Exposure with Confidence Control for Out... | 2019-06-08 | Code |
| 3 | ResNet 34 + ODIN | 90.8 | No | Enhancing The Reliability of Out-of-distribution... | 2017-06-08 | Code |