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VisA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly DetectionVisA
AUROC99.6
261
Anomaly LocalizationVisA
P-AUROC0.994
119
Anomaly DetectionVisA (test)
I-AUROC99.5
91
Image-level Anomaly DetectionVisA
AUC98.7
80
Image-level Anomaly DetectionVisA (test)
AP (Image)99.7
75
Anomaly Detection and LocalizationVisA (test)
P-AUROC99.9
70
Anomaly GenerationVisA
IC-LPIPS10
62
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
44
Visual Anomaly DetectionViSA
Image F189
42
Pixel-level Anomaly DetectionVisA
AUROC98.5
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
Anomaly SegmentationVisA
AUPRO91.77
30
Pixel-level SegmentationVisA (test)
AUC-P99.8
23
Anomaly LocalizationVisA
AUROC99
23
Anomaly LocalizationVisA
AUROC99
23
Anomaly LocalizationVisA Few-shot
AUROC98.1
21
Anomaly DetectionVisA Few-shot
AUROC93
21
Anomaly ClassificationVisA (test)
AUROC (cls)94.7
20
Defect ClassificationVisA
Accuracy97.7
19
Anomaly LocalizationVisA
Pixel AUROC97.5
18
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