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VisA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly DetectionVisA
AUROC99.6
293
Anomaly DetectionVisA (test)
I-AUROC99.5
148
Anomaly LocalizationVisA
P-AUROC0.994
127
Image-level Anomaly DetectionVisA
AUC98.7
80
Anomaly DetectionVisA
AUROC (Image-level)99.2
79
Image-level Anomaly DetectionVisA (test)
AP (Image)99.7
75
Anomaly Detection and LocalizationVisA (test)
P-AUROC99.9
70
Anomaly LocalizationVisA (test)
AUPRO94.7
68
Anomaly GenerationVisA
IC-LPIPS10
62
Anomaly LocalizationVisA
AUROC (Unified)99.7
52
Anomaly SegmentationVisA (test)
P-AUROC98.9
51
Pixel-level Anomaly DetectionVisA
AUROC98.5
44
Visual Anomaly DetectionViSA
Image F189
42
Anomaly LocalizationVisA
PRO93.1
41
Anomaly LocalizationVisA
AUROC98.8
38
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 DetectionVisA 4-shot
F1-max92.6
23
Anomaly DetectionVisA 1-shot
F1-max92.2
23
Anomaly LocalizationVisA
AUROC99
23
Anomaly LocalizationVisA
AUROC98.8
21
Anomaly LocalizationVisA Few-shot
AUROC98.1
21
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