| AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP | Mar 9, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 3 | 5 |
| AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection | Jul 22, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 | 5 |
| WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation | Mar 26, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 | 5 |
| Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework | Sep 20, 2024 | Anomaly DetectionSpecificity | CodeCode Available | 2 | 5 |
| FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization | Apr 21, 2024 | Anomaly DetectionPosition | CodeCode Available | 2 | 5 |
| Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection | Mar 13, 2025 | Anomaly Detectionzero-shot anomaly detection | CodeCode Available | 2 | 5 |
| VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation | Jul 17, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 | 5 |
| AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection | Oct 29, 2023 | Anomaly DetectionPrompt Learning | CodeCode Available | 2 | 5 |
| AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios | Oct 18, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 | 5 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
