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Benchmarks
Anomaly Detection and Localization on MPDD 60 (test)
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96.2
Image AUROC
DiffusionAD
88.4
90.425
92.45
94.475
Mar 15, 2023
Image AUROC
Pixel AUROC
Pixel PRO
Pixel AP
Updated 4d ago
Evaluation Results
Method
Method
Links
Image AUROC
Pixel AUROC
Pixel PRO
Pixel AP
DiffusionAD
Category=Generative mo...
2023.03
96.2
98.5
95.3
45.8
SimpleNet
Category=Feature embed...
2023.03
96.1
97.6
91.2
40.7
PatchCore
Category=Feature embed...
2023.03
94.8
99
93.9
43.2
DRAEM
Category=Generative mo...
2023.03
94.1
91.8
78.1
28.8
RD++
Category=Feature embed...
2023.03
92.9
98.3
94.9
43.7
RD4AD
Category=Feature embed...
2023.03
92.7
98.7
95.3
45.5
DMAD
Category=Generative mo...
2023.03
91.7
98
92.6
42.6
FastFlow
Category=Generative mo...
2023.03
88.7
80.8
49.8
11.5
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