Paper | Code | AUC-ROC | ModelName | ReleaseDate |
---|---|---|---|---|
Locally varying distance transform for unsupervised visual anomaly detection | ✓ Link | 0.974 | LVAD | 2022-10-23 |
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection | ✓ Link | 0.966 | RSRAE | 2019-03-30 |
Isolation forest | 0.777 | Isolation Forest | 2008-12-15 | |
Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection | ✓ Link | 0.624 | DAGMM | 2018-01-01 |
Deep unsupervised anomaly detection | 0.525 | Deep Unsup. | 2021-01-05 |