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MPDD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly DetectionMPDD
Clean AUROC0.996
62
Anomaly LocalizationMPDD (test)
Pixel AUROC0.9935
60
Anomaly DetectionMPDD (test)
Image-level AU-ROC100
54
Anomaly SegmentationMPDD
AUROC0.983
44
Anomaly DetectionMPDD
AUROC96.3
36
Anomaly LocalizationMPDD 1.0 (test)
Pixel AUROC99.35
29
Anomaly DetectionMPDD 1.0 (test)
Image AUROC100
29
Anomaly DetectionMPDD
Pixel AUROC96.7
18
Anomaly LocalizationMPDD
AUROC0.989
16
Anomaly LocalizationMPDD
Average P-AUC99.2
16
Anomaly LocalizationMPDD
AUROC97.8
12
Pixel-level Anomaly DetectionMPDD
AUROC99
12
Image-level Anomaly DetectionMPDD
AUROC95.8
12
Anomaly Detection and LocalizationMPDD
P-AUROC98.8
12
Anomaly DetectionMPDD few-shot
Image AUROC87.2
9
Anomaly LocalizationMPDD
mAUC98.3
8
Anomaly DetectionMPDD Industrial (test)
AUROC78.1
8
Anomaly LocalizationMPDD Industrial (test)
AUROC97
8
Anomaly Detection and LocalizationMPDD 60 (test)
Image AUROC96.2
8
Anomaly ClassificationMPDD (test)
I-AUROC81.8
7
Anomaly ClassificationMPDD
Image AUC77.8
7
Anomaly LocalizationMPDD
Pixel AUROC98.2
7
Anomaly LocalizationMPDD (test)
Bracket Black99.4
6
Anomaly DetectionMPDD 29
ROC Index0.634
4
Relation ExtractionMPDD
Accuracy46.7
4
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