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Benchmarks
Anomaly Detection and Localization on Union
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93.5
Image-level AUROC
HGAD
54.188
64.394
74.6
84.806
Mar 20, 2024
Image-level AUROC
Pixel-level AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Image-level AUROC
Pixel-level AUROC
HGAD
2024.03
93.5
97.5
HGAD
Setting=Unified case
2024.03
93.5
97.5
UniAD
2024.03
86.9
95.5
UniAD
Setting=Unified case
2024.03
86.9
95.5
PaDiM
2024.03
79
91.4
PaDiM
Setting=Unified case
2024.03
79
91.4
MKD
2024.03
72.1
88.9
MKD
Setting=Unified case
2024.03
72.1
88.9
DRAEM
2024.03
66.4
82.7
DRAEM
Setting=Unified case
2024.03
66.4
82.7
FastFlow
2024.03
57.2
78.8
FastFlow
Setting=Unified case
2024.03
57.2
78.8
CFLOW
2024.03
55.7
82.9
CFLOW
Setting=Unified case
2024.03
55.7
82.9
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