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Benchmarks
Pixel-level Anomaly Detection on MVTec AD
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98.4
AUROC
PatchCore
74.584
80.767
86.95
93.133
Jul 22, 2024
AUROC
Max F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Max F1 Score
PatchCore
Learning Type=full-sho...
2024.07
98.4
62.2
CDO
Learning Type=full-sho...
2024.07
98.2
60.1
AdaCLIP
Learning Type=Zero-Sho...
2024.07
88.7
43.4
AdaCLIP
supervised_training=true
2024.07
88.7
43.4
DINOV2
supervised_training=false
2024.07
85.9
39.6
SAM
supervised_training=false
2024.07
85.4
29.4
WinCLIP
supervised_training=false
2024.07
85.1
31.6
APRIL-GAN
supervised_training=true
2024.07
83.7
39.8
SAA
supervised_training=false
2024.07
75.5
38.1
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