MVTec
Benchmarks
TaskDatasetSOTA resultTrendResults
MVTec
99.7Pixel AUROC
127
MVTec 1 (test)
2.54Image Similarity (IS)
112
MVTec
99.6AUROC
105
MVTec Metal Nut Dissimilar
0.797AUROC
90
MVTec Pill (Dissimilar)
86.15AUROC
90
MVTec Pill (Similar)
93.33AUROC
90
MVTec
99.6AUC
78
MVTec FS
99.05I-AUC
32
MVTec (test)
98.6avg AUROC
32
MVTec Metal Nut - Similar artifacts
85.11AUROC (%)
30
MVTec Metal Nut (Similar)
78.3AUROC
30
MVTec Metal Nut - Similar artifacts (test)
85.23AUROC
30
MVTec
0.977AUROC
28
MVTec3D-RGB
90.6Image AUROC
26
Mvtec LOCO AD
86AUROC (Logical)
26
MVTec FS
97.65I-AUC
24
MVTec-COT (test)
27.1ROUGE-L
24
MVTec
97.6Average ROCAUC
20
MVTec (test)
95.3Image-level AUROC
18
MVTec 4 (test)
99.8Average Image AUROC
16
MVTec AD
0.494Avg mAP
15
MVTec anomaly detection (test)
99.3AUC (object)
15
MVTec 4 (test)
0.986AUROC
14
MVTec
10.56NoC@90
13
MVTec
96.5AUROC
11