| Paper | Code | AUC-ROC | ModelName | ReleaseDate |
|---|---|---|---|---|
| Locally varying distance transform for unsupervised visual anomaly detection | ✓ Link | 0.940 | LVAD | 2022-10-23 |
| Robust Subspace Recovery Layer for Unsupervised Anomaly Detection | ✓ Link | 0.911 | RSRAE | 2019-03-30 |
| Isolation forest | 0.876 | Isolation Forest | 2008-12-15 | |
| Deep unsupervised anomaly detection | 0.847 | Deep Unsup. | 2021-01-05 | |
| Shell Theory: A Statistical Model of Reality | ✓ Link | 0.756 | Shell-Renormalized | 2021-05-28 |
| Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection | ✓ Link | 0.503 | DAGMM | 2018-01-01 |