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Pixel-level Anomaly Localization on VisA 42 (joint evaluation protocol)

95.8AUROC

VisualAD

Updated 9d ago

Evaluation Results

Method	Links
VisualAD 2026.04		95.8	34.6	28.4	91
LAKE 2026.04		95.7	35.5	30.1	92.3
AnomalyCLIP 2026.04		95.4	27.6	20.7	86.4
VisualAD 2026.04		95.3	35.2	29.9	88.2
AdaCLIP 2026.04		95.1	33.8	29.2	71.3
CLIP-AD 2026.04		93	24.1	17.9	80.2
WinCLIP 2026.04		73.2	9	5.4	51.1
OpenCLIP 2026.04		43.6	1.5	-	14