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DAGM

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image-level Anomaly DetectionDAGM
AUROC99.7
28
Anomaly SegmentationDAGM
AUROC99.4
27
Anomaly DetectionDAGM
Average Score100
14
Anomaly LocalizationDAGM
AUROC99.4
12
Pixel-level Anomaly DetectionDAGM
AUROC97.3
12
Anomaly DetectionDAGM
AUROC99.6
8
Anomaly Detection and LocalizationDAGM 59 (test)
Image AUROC99.6
8
Defect localizationDAGM MNIST digit 3 (Unseen Defect)
mAP0.903
8
Defect localizationDAGM Defect
mAP69.9
8
Defect surface detectionDAGM MNIST digit 3 (Unseen Defect)
mAUC96.7
8
Defect surface detectionDAGM Defect
mAUC90.1
8
Surface Anomaly DetectionDAGM (test)
AUROC100
8
Anomaly ClassificationDAGM (test)
I-AUROC98.4
7
Anomaly ClassificationDAGM
Image-AUC97.5
7
Anomaly Detection and LocalizationDAGM
Image Score (I)98.2
7
Pixel-level Anomaly LocalizationDAGM
AUROC99.4
6
Anomaly SegmentationDAGM (test)
AUROC95.6
6
Anomaly DetectionDAGM (test)
AUROC0.975
6
Anomaly LocalizationDAGM annotated mean 2007
AUROC (Pixel-level)0.963
5
Anomaly DetectionDAGM annotated mean 2007
AUROC (Class-level)89.5
5
Anomaly LocalizationDAGM annotated class 9 2007
AUROC (Pixel-level)0.996
5
Anomaly DetectionDAGM2007 annotated class 9
AUROC (Class-level)0.947
5
Anomaly LocalizationDAGM2007 annotated class 7
AUROC (Pixel-level)99.2
5
Anomaly DetectionDAGM annotated class 7 2007
AUROC (Class-level)0.985
5
Anomaly LocalizationDAGM class 2 (annotated) 2007
AUROC (Pixel)99.3
5
Showing 25 of 29 rows