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VisA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly DetectionVisA
AUROC99.6
199
Anomaly LocalizationVisA
P-AUROC0.994
119
Anomaly DetectionVisA (test)
I-AUROC99.5
91
Anomaly LocalizationVisA
AUROC (Unified)99.7
52
Anomaly DetectionVisA
AUROC (Unified)99.7
52
Anomaly SegmentationVisA (test)
P-AUROC98.9
51
Anomaly LocalizationVisA (test)
P-AUROC99.1
37
Anomaly LocalizationVisA
PCB199.9
35
Anomaly ClassificationVisA 1.0 (test)
AUROC (cls)92.6
34
Anomaly SegmentationVisA 1.0 (test)
AUROC-segm97.2
34
Pixel-level Anomaly DetectionVisA
AUROC98.5
30
Image-level Anomaly DetectionVisA
AUC95.8
26
Anomaly LocalizationVisA
AUROC99
23
Anomaly SegmentationVisA
AUROC98.68
23
Anomaly LocalizationVisA Few-shot
AUROC98.1
21
Anomaly DetectionVisA Few-shot
AUROC93
21
Anomaly ClassificationVisA (test)
AUROC (cls)94.7
20
Image-level Anomaly DetectionVisA (test)
AUROC89.2
19
Defect ClassificationVisA
Accuracy97.7
19
Anomaly Detection and LocalizationVisA (test)
I-AUROC98.8
18
Anomaly LocalizationVisA
Pixel AUROC97.5
18
Anomaly LocalizationVisA
AUROC99
13
Anomaly ClassificationVisA
Image AUC98.9
12
Pixel-level Anomaly DetectionVisA (test)
AUROC97.5
11
Anomaly DetectionVisA 10% training contamination (test)
Average Image-level AUROC0.91
11
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