📊 Showing 5 results | 📏 Metric: AUC
| Rank | Model | Paper | AUC | Date | Code |
|---|---|---|---|---|---|
| 1 | CCD | Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images | 0.97 | 2021-03-05 | 📦 tianyu0207/CCD |
| 2 | IGD | Deep One-Class Classification via Interpolated Gaussian Descriptor | 0.94 | 2021-01-25 | 📦 tianyu0207/IGD 📦 m-3lab/awesome-visual-sensory-anomaly-detection |
| 3 | PANDA | PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | 0.94 | 2020-10-12 | 📦 talreiss/PANDA |
| 4 | PaDiM | PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization | 0.92 | 2020-11-17 | 📦 openvinotoolkit/anomalib 📦 xiahaifeng1995/PaDiM-Anomaly-Detection-Localization-master 📦 open-edge-platform/geti |
| 5 | OCGAN | OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations | 0.81 | 2019-03-20 | - |