| AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP | Mar 9, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 3 |
| AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection | Jul 22, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 |
| Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection | Mar 13, 2025 | Anomaly Detectionzero-shot anomaly detection | CodeCode Available | 2 |
| AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios | Oct 18, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework | Sep 20, 2024 | Anomaly DetectionSpecificity | CodeCode Available | 2 |
| VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation | Jul 17, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization | Apr 21, 2024 | Anomaly DetectionPosition | CodeCode Available | 2 |
| AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection | Oct 29, 2023 | Anomaly DetectionPrompt Learning | CodeCode Available | 2 |
| WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation | Mar 26, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection | Nov 9, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Oct 14, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model | Aug 31, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 |
| GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection | Nov 5, 2023 | Anomaly DetectionQuestion Answering | CodeCode Available | 1 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Zero-Shot Anomaly Detection via Batch Normalization | Feb 15, 2023 | Anomaly DetectionUnsupervised Anomaly Detection | CodeCode Available | 1 |
| MAEDAY: MAE for few and zero shot AnomalY-Detection | Nov 25, 2022 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection | Jul 15, 2025 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge | May 22, 2025 | Anomaly DetectionQuestion Answering | —Unverified | 0 |
| GenCLIP: Generalizing CLIP Prompts for Zero-shot Anomaly Detection | Apr 21, 2025 | Anomaly DetectionSpecificity | —Unverified | 0 |
| MFP-CLIP: Exploring the Efficacy of Multi-Form Prompts for Zero-Shot Industrial Anomaly Detection | Mar 17, 2025 | Anomaly DetectionForm | —Unverified | 0 |
| PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness | Mar 3, 2025 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models | Feb 11, 2025 | Anomaly Detectionzero-shot anomaly detection | —Unverified | 0 |
| LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience | Jan 28, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
