DAGM
Benchmarks
TaskDatasetSOTA resultTrendResults
DAGM
99.86AUROC
33
DAGM
99.4AUROC
27
DAGM
99.5AUROC
26
DAGM (test)
97.48Accuracy
22
DAGM
99AUROC
14
DAGM
100Average Score
14
DAGM
97.3AUROC
12
DAGM
99.4AUROC
11
DAGM
99.6AUROC
8
DAGM 59 (test)
99.6Image AUROC
8
DAGM MNIST digit 3 (Unseen Defect)
0.903mAP
8
DAGM Defect
69.9mAP
8
DAGM MNIST digit 3 (Unseen Defect)
96.7mAUC
8
DAGM Defect
90.1mAUC
8
DAGM (test)
100AUROC
8
DAGM (test)
98.4I-AUROC
7
DAGM
97.5Image-AUC
7
DAGM
98.2Image Score (I)
7
DAGM (test)
95.6AUROC
6
DAGM (test)
0.975AUROC
6
DAGM
30.87KID
5
DAGM annotated mean 2007
0.963AUROC (Pixel-level)
5
DAGM annotated mean 2007
89.5AUROC (Class-level)
5
DAGM annotated class 9 2007
0.996AUROC (Pixel-level)
5
DAGM2007 annotated class 9
0.947AUROC (Class-level)
5