Paper | Code | AUROC | ModelName | ReleaseDate |
---|---|---|---|---|
Feature Space Singularity for Out-of-Distribution Detection | ✓ Link | 86.7 | ResNeXt50 + FSSD | 2020-11-30 |
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | ✓ Link | 82.5 | ResNeXt 50 + Maha distance | 2018-07-10 |
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks | ✓ Link | 61.3 | ResNeXt 50 + ODIN | 2017-06-08 |
Outlier Exposure with Confidence Control for Out-of-Distribution Detection | ✓ Link | 52.6 | ResNeXt 50 + OE | 2019-06-08 |