| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images | ✓ Link | 0.972 | CCD | 2021-03-05 |
| Deep One-Class Classification via Interpolated Gaussian Descriptor | ✓ Link | 0.939 | IGD | 2021-01-25 |
| PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | ✓ Link | 0.937 | PANDA | 2020-10-12 |
| PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization | ✓ Link | 0.923 | PaDiM | 2020-11-17 |
| f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | ✓ Link | 0.907 | F-Anogan | 2019-01-30 |
| OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations | 0.813 | OCGAN | 2019-03-20 |