MVTec
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MVTec SL (test)
99.8Sensitivity (S)
11
MVTec Aggregate
20.64Delta(S-D)
10
MVTec Metal Nut
78.3AUROC Similar
10
MVTec (test)
99.6AUROC
10
MVTec 10 - 1 x 5 with 5 Steps AD (test)
0.949Image-level A-AUROC
10
MVTec 3 x 5 with 5 Steps AD (test)
89.1Image-level A-AUROC
10
MVTec 10 - 5 with 1 Step AD (test)
94.2Image-level A-AUROC
10
MVTec 14 - 1 with 1 Step AD (test)
96.4A-AUROC (Image-level)
10
MVTec-LOCO
80.06AUROC
9
MVTec 1.0 (full)
99.8Bottle AUROC
9
MVTec 7-1 x 8 with 8 Steps scenario
84.1A-AUROC
8
MVTec 3 x 5 with 5 Steps scenario
88.5A-AUROC
8
MVTec 14-1 with 1 Step scenario
95.1A-AUROC
8
MVTec 3D
85.1mAUC
8
MVTec (test)
80.2AUROC
8
MVTec Average
95.7Pixel PRO
8
MVTec 5 (test)
99.7Image AUROC (Avg)
8
MVTec 5 (test)
99.7Image AUROC
8
MVTec (test)
0.981AUROC
8
MVTec 2 (test)
97.9Avg Texture Score
8
MVTec 7-1 x 8 with 8 Steps scenario
91.5A-AUROC
7
MVTec 3 x 5 with 5 Steps scenario
92.4A-AUROC
7
MVTec 14-1 with 1 Step scenario
95.6A-AUROC
7
MVTec
0.98AUROC
7
MVTec 4-shot (test)
96.6AUROC
7