| Paper | Code | AUC-ROC | ModelName | ReleaseDate |
|---|---|---|---|---|
| Shell Theory: A Statistical Model of Reality | ✓ Link | 0.894 | Shell-Renormalized | 2021-05-28 |
| Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection | ✓ Link | 0.850 | DAGMM | 2018-01-01 |
| Locally varying distance transform for unsupervised visual anomaly detection | ✓ Link | 0.816 | LVAD | 2022-10-23 |
| Robust Subspace Recovery Layer for Unsupervised Anomaly Detection | ✓ Link | 0.739 | RSRAE | 2019-03-30 |
| Deep unsupervised anomaly detection | 0.689 | Deep Unsup. | 2021-01-05 | |
| Isolation forest | 0.661 | IF | 2008-12-15 |