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Benchmarks
Unified Anomaly Detection on MVTec LOCO (test)
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86.3
AUROC
LogSAD
64.044
69.822
75.6
81.378
Mar 24, 2025
AUROC
Average AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
Average AUROC
LogSAD
shot=4-shot, training-...
2025.03
86.3
-
LogSAD
shot=2-shot, training-...
2025.03
82.1
-
LogSAD
shot=1-shot, training-...
2025.03
78.5
-
PromptAD
shot=4-shot, training-...
2025.03
73.5
-
PromptAD
shot=2-shot, training-...
2025.03
72.6
-
WinCLIP+
shot=4-shot, training-...
2025.03
71.3
-
PromptAD
shot=1-shot, training-...
2025.03
71.2
-
WinCLIP+
shot=2-shot, training-...
2025.03
69.7
-
PatchCore
shot=4-shot, training-...
2025.03
68.7
-
WinCLIP+
shot=1-shot, training-...
2025.03
68
-
PatchCore
shot=2-shot, training-...
2025.03
65.4
-
PatchCore
shot=1-shot, training-...
2025.03
64.9
-
PatchCore
shot=Average, training...
2025.03
-
66.3
WinCLIP+
shot=Average, training...
2025.03
-
69.7
PromptAD
shot=Average, training...
2025.03
-
72.4
LogSAD
shot=Average, training...
2025.03
-
82.3
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