Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision

Yizhou Jin, Yuezhu Feng, Jinjin Zhang +3

Multimodal large language models (MLLMs) have recently demonstrated remarkable reasoning and perceptual abilities for anomaly detection. However, most approaches remain confined to…