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Benchmarks
Pixel-level Anomaly Localization on BTAD 43 (joint evaluation protocol)
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96.2
AUROC
LAKE
39
53.85
68.7
83.55
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
96.2
55.7
50.2
81.5
VisualAD
Backbone=DINOv2
2026.04
93.4
42.6
38.7
76.7
AnomalyCLIP
Backbone=CLIP
2026.04
93
47.1
41.5
71
VisualAD
Backbone=CLIP
2026.04
91.1
49.8
43.1
80.4
AdaCLIP
Backbone=CLIP
2026.04
87.7
42.3
36.6
17.1
CLIP-AD
Backbone=CLIP
2026.04
80.9
24.1
18.3
41.4
WinCLIP
Backbone=CLIP
2026.04
72.7
18.5
12.9
27.3
OpenCLIP
Backbone=CLIP
2026.04
41.2
6.8
-
10.8
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