📊 Showing 5 results | 📏 Metric: ROC AUC
| Rank | Model | Paper | ROC AUC | Date | Code |
|---|---|---|---|---|---|
| 1 | IGD (pre-trained ImageNet) 📚 | Deep One-Class Classification via Interpolated Gaussian Descriptor | 99.27 | 2021-01-25 | 📦 tianyu0207/IGD 📦 m-3lab/awesome-visual-sensory-anomaly-detection |
| 2 | IGD (scratch) 📚 | Deep One-Class Classification via Interpolated Gaussian Descriptor | 98.69 | 2021-01-25 | 📦 tianyu0207/IGD 📦 m-3lab/awesome-visual-sensory-anomaly-detection |
| 3 | DASVDD 📚 | DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection | 97.70 | 2021-06-09 | 📦 Armanfard-Lab/DASVDD |
| 4 | LIS-AE 📚 | Latent-Insensitive autoencoders for Anomaly Detection | 97.68 | 2021-10-25 | - |
| 5 | P-KDGAN 📚 | P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection | 97.25 | 2020-07-14 | - |