MVTec AD
Benchmarks
TaskDatasetSOTA resultTrendResults
MVTec AD (test)
99.7AUC-P
8
MVTec-AD 41 (joint evaluation protocol)
93.7AUROC
8
MVTec AD -> VisA
96AUROC
8
VisA -> MVTec AD
93.5AUROC
8
MVTec-AD Industrial (test)
92.4AUROC
8
MVTec-AD Industrial (test)
91.7AUROC
8
MVTec AD
94.9AUROC
8
MVTec-AD 4-shot (test)
97.6AUROC (%)
8
MVTec-AD 4-shot (test)
97.7AUROC
8
MVTec-AD 2-shot (test)
97AUROC
8
MVTec-AD 2-shot (test)
96.9AUROC
8
MVTec AD Total Average 1.0 (test)
99.6I-AUROC
8
MVTec-AD standard (test)
99.8I-AUROC
8
MVTec AD 2019 (test)
97.7Image-level AUC
8
MVTec AD
91.8P-AUROC
7
MVTec-AD (test)
93.3AUROC
7
MVTec-AD
356.546FPS
7
MVTec AD 2 (test)
18.14Can Score
7
MVTec-AD (test)
92.1Img-AUC
7
MVTec-AD (unified)
99.7Image AUROC
7
MVTec AD (test)
1Bottle
7
MVTec AD 1.0 (test)
93.7AUC
7
MVTec-AD 1-shot
96.7AUROC
7
MVTec-AD (full)
94.2I-AUROC
7
MVTec AD 20% training contamination (test)
0.989AUROC (carpet)
7