AnomalyAgent: Training-Free Agentic Models for Zero-/Few-Shot Anomaly Detection

Yi Zhang, Jiawen Zhu, Lele Fu +1

Benefiting from generalizability of vision-language models (VLMs) such as CLIP, many zero-/few-shot anomaly detection (AD) approaches have achieved impressive detection performance…