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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
31
Anomaly LocalizationMPDD 1.0 (test)
Pixel AUROC99.35
29
Anomaly DetectionMPDD 1.0 (test)
Image AUROC100
29
Anomaly DetectionMPDD
AUROC96.3
18
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 LocalizationMPDD
AUROC0.989
10
Anomaly DetectionMPDD
Pixel AUROC96.7
10
Anomaly DetectionMPDD few-shot
Image AUROC87.2
9
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
Anomaly DetectionMPDD k=8 (test)
Bracket Black Score69.7
3
Anomaly DetectionMPDD k=4 (test)
AUC (bracket black)63.8
3
Anomaly DetectionMPDD k=2 (test)
Bracket Black63.3
3
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