MVTec AD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MVTec-AD (test)
0.12IC-LPIPS
33
MVTec AD
0.996AUROC
33
MVTec AD
100Carpet I-AUROC
32
MVTec AD (test)
100I-AUROC
30
MVTec AD few-shot
97.6AUROC
30
MVTec AD few-shot
97AUROC
30
MVTec-AD
99.7I-AUC
27
MVTec AD
97.9AUROC (Classification)
27
MVTec AD Full Few-shot
0.992I-AUROC
25
MVTec-AD (one-third train and two-thirds eval)
100AUC-P
22
MVTec-AD
96.3Image AUC
22
MVTec-AD
98.7AUROC
21
MVTec-AD
0.969I-AUROC
21
MVTec-AD
96.3AUROC (Image)
21
MVTec AD
83.6Balanced Accuracy
19
MVTec AD Hole
91.7TPR
19
MVTec AD (test)
97.7AUROC
19
MVTec-AD
98.3Accuracy
19
MVTec AD few-shot 1
93.5AUROC (Image-level)
18
MVTec-AD Unified setting
98.3Image AUROC
18
MVTec AD 1.0 (test)
95.2AUROC
17
MVTec AD 1.0 (test)
96.2AUROC
17
MVTec-AD
98.4Img AUROC
16
MVTec-AD multi-class
99.5Image-level AUROC
16
MVTec-AD
98.8Image AUROC
15