| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors | Jan 31, 2023 | Anomaly SegmentationOne-Class Classification | CodeCode Available | 1 | 5 |
| Placing Objects in Context via Inpainting for Out-of-distribution Segmentation | Feb 26, 2024 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| OoDIS: Anomaly Instance Segmentation Benchmark | Jun 17, 2024 | Anomaly Instance SegmentationAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | Oct 12, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation | May 31, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation | Jun 29, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes | Feb 14, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Sub-Image Anomaly Detection with Deep Pyramid Correspondences | May 5, 2020 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 | 5 |
| Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI | Aug 30, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | Nov 26, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model | Aug 31, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation | Mar 5, 2021 | Anomaly SegmentationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization | Sep 30, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | Aug 17, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| Looking at the whole picture: constrained unsupervised anomaly segmentation | Sep 1, 2021 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 | 5 |
| CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows | Jul 27, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| Informative knowledge distillation for image anomaly segmentation | Jul 19, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI | Jun 4, 2024 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation | Dec 13, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Scaling Out-of-Distribution Detection for Real-World Settings | Nov 25, 2019 | Anomaly SegmentationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
