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Benchmarks
Pixel-level Anomaly Localization on MVTec-AD 41 (joint evaluation protocol)
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93.7
AUROC
LAKE
33.276
48.963
64.65
80.337
Apr 9, 2026
AUROC
F1-max
AP
PRO
Updated 9d ago
Evaluation Results
Method
Method
Links
AUROC
F1-max
AP
PRO
LAKE
Backbone=ViT-L/14@336p...
2026.04
93.7
50.8
45.5
88.9
VisualAD
Backbone=DINOv2
2026.04
91.3
47.4
45.4
88.6
AnomalyCLIP
Backbone=CLIP
2026.04
91
38.9
34.4
81.7
VisualAD
Backbone=CLIP
2026.04
90.8
43.9
41.2
87.5
AdaCLIP
Backbone=CLIP
2026.04
88.5
43.9
41
47.6
WinCLIP
Backbone=CLIP
2026.04
82.3
24.8
18.2
62
CLIP-AD
Backbone=CLIP
2026.04
77.9
26.3
21.1
55.7
OpenCLIP
Backbone=CLIP
2026.04
35.6
2.8
-
6.9
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