MVTec AD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MVTec AD unified (test)
98.53AUROC
15
Mvtec AD (test)
99.7Average AUROC
15
MVTec AD Metal_nut Hard setting (test)
97.8AUC
14
MVTec AD Carpet Hard setting (test)
95.6AUC
14
MVTec AD 1.0 (test)
94.1AP
14
MVTec AD
95.1PRO
14
MVTec-AD 15-class
98.4I-AUC (Average)
13
MVTec-AD 15-class
59.4AP (Pixel, Avg)
12
MVTec-AD 15 classes 1.0 (test)
99.4Image-level AUROC
12
MVTec AD N2A scenario (test)
83.75S-AUROC
12
MVTec AD A2N scenario (test)
86.88S-AUROC
12
MVTec AD N2AN2A
98.24I-AUROC
12
MVTec AD N2AS
96.28I-AUROC
12
MVTec AD A2NA2N
94.77I-AUROC
12
MVTec AD A2NS
99.54I-AUROC
12
MVTec AD few-shot 1
97.8Pixel-level AUROC
12
MVTec AD 8 (test)
100AUROC (Carpet)
12
MVTec AD Average modified (test)
85Image-level F1 Score
12
MVTec AD Hole modified (test)
84.9F1 Score (Image-level)
12
MVTec AD Color modified (test)
87.1Image-level F1 Score
12
MVTec AD Cut modified (test)
87.7F1 Score (Image-level)
12
MVTec-AD
98.7AU-ROC
11
MVTec AD 1 (test)
97.8PRO
11
MVTec AD modified (test)
0.986Structural AUROC
11
MVTec AD textures (test)
100Carpet Score
11