| Paper | Code | ROC AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| GAN-based Anomaly Detection in Imbalance Problems | 99.7 | GAN-based Anomaly Detection in Imbalance Problems | 2020-08-28 | |
| Deep One-Class Classification via Interpolated Gaussian Descriptor | ✓ Link | 99.27 | IGD (pre-trained ImageNet) | 2021-01-25 |
| Deep One-Class Classification via Interpolated Gaussian Descriptor | ✓ Link | 98.69 | IGD (scratch) | 2021-01-25 |
| DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection | ✓ Link | 97.7 | DASVDD | 2021-06-09 |
| Latent-Insensitive autoencoders for Anomaly Detection | 97.68 | LIS-AE | 2021-10-25 | |
| P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection | 97.25 | P-KDGAN | 2020-07-14 |