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Benchmarks
Sample-level anomaly detection on AeBAD-S
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85.6
AUROC (Same)
MMR
36.72
49.41
62.1
74.79
Apr 5, 2023
AUROC (Same)
AUROC (Background)
AUROC (Illumination)
AUROC (View)
AUROC (Mean)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC (Same)
AUROC (Background)
AUROC (Illumination)
AUROC (View)
AUROC (Mean)
MMR
Optimizer=AdamW, Learn...
2023.04
85.6
84.4
88.8
79.9
84.7
Reverse Distillation
Backbone=WideResNet50
2023.04
82.4
84.3
85.5
71.9
81
PatchCore
Backbone=WideResNet50
2023.04
75.2
74.1
74.6
60.1
71
NSA
2023.04
66.5
48.8
55.5
55.9
56.7
DRAEM
2023.04
64
62.1
61.6
62.3
62.5
InTra
Implementation=unofficial
2023.04
39.8
46.1
44.7
46.3
44.2
RIAD
Implementation=unofficial
2023.04
38.6
41.6
46.8
33
40
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