AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2

Simon Damm, Mike Laszkiewicz, Johannes Lederer +1

Recent advances in multimodal foundation models have set new standards in few-shot anomaly detection. This paper explores whether high-quality visual features alone are sufficient…