| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 | 5 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection | Nov 9, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Oct 14, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 | 5 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Zero-Shot Anomaly Detection via Batch Normalization | Feb 15, 2023 | Anomaly DetectionUnsupervised Anomaly Detection | 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 |
| From Zero to Hero: Cold-Start Anomaly Detection | May 30, 2024 | Anomaly DetectionCold-Start Anomaly Detection | CodeCode Available | 0 | 5 |
| Zero-Shot Anomaly Detection with Pre-trained Segmentation Models | Jun 15, 2023 | Anomaly DetectionInstance Segmentation | —Unverified | 0 | 0 |
