MVTec AD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MVTec AD 4 (test)
94.1AUROC (Grid)
11
MVTec AD Few-shot-8 setting
93.5Image AUROC
10
MVTec AD
88.37Accuracy (bottle)
10
MVTec-AD
96Accuracy
10
MVTec AD pill
93.33Similar AUROC
10
MVTec-AD Separate setting
99.2Image AUROC
10
MVTec AD 1
99.7Image AUROC
10
MVTec AD
99.6AUROC
10
MVTec-AD v1 (test)
99Pixel AUROC
10
Mvtec LOCO AD
71.1sPRO (Logical)
10
Mvtec LOCO AD 1.0 (test)
71.1sPRO (Logical)
10
MVTec AD MVT2D (test)
98.4Pixel AUROC
10
MVTec-AD 2019
99Bottle
10
MVTec-AD (test)
87.2mAD
9
MVTec AD (test)
96.6Image Score
9
MVTec AD
0.95Backbone Size [MB]
9
MVTec AD
98I-ROC
9
MVTec AD
98.4AUROC
9
MVTec-AD
85.57Accuracy (%)
9
MVTec-AD
78.12Accuracy
9
MVTec-AD
94.09Accuracy
9
MVTec AD (test)
108.1FPS
9
MVTec AD 1.0 (test)
0.989Carpet Score
9
MVTec-AD
0.37IL
8
MVTec-AD
44.21mIoU
8