Table 3. Quantitative comparisons of AnomalyCLIP and our framework on industrial domain datasets (MVTec-AD and VisA) and medical domain datasets (Clinic DB).

Method	MVTec-AD
	Image-level		Pixel-level
	AUROC	AP	AUROC	AP
AnomalyCLIP [5]	91.6	96.4	91.1	81.4
AnomalyCLIP+ our framework	94.6	97.4	94.3	87.5