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Benchmarks
Image-level Anomaly Detection on MAD-Sim (test)
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0.939
AUROC
SplatPose
0.56772
0.66411
0.7605
0.85689
Apr 10, 2024
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
SplatPose
approach=3D Object-bas...
2024.04
0.939
OmniAD
approach=3D Object-bas...
2024.04
0.909
PatchCore
approach=2D Image-base...
2024.04
0.785
AST
approach=2D Image-base...
2024.04
0.714
CFlow
approach=2D Image-base...
2024.04
0.713
SimpleNet
approach=2D Image-base...
2024.04
0.688
CFA
approach=2D Image-base...
2024.04
0.684
CS-Flow
approach=2D Image-base...
2024.04
0.657
Mahal.
approach=2D Image-base...
2024.04
0.651
RD4AD
approach=2D Image-base...
2024.04
0.634
DRÆM
approach=2D Image-base...
2024.04
0.609
STFPM
approach=2D Image-base...
2024.04
0.595
PaDiM
approach=2D Image-base...
2024.04
0.582
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