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| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 |
| MAEDAY: MAE for few and zero shot AnomalY-Detection | Nov 25, 2022 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | 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 |
| 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 |
| Zero-Shot Anomaly Detection with Pre-trained Segmentation Models | Jun 15, 2023 | Anomaly DetectionInstance Segmentation | —Unverified | 0 |
| Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection | Jul 15, 2025 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
