MVTec AD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MVTec AD 15% training contamination (test)
0.991Carpet AUROC (MVTec AD)
7
MVTec AD 10% training contamination (test)
99.6AUROC - Carpet
7
MVTec-AD 1-shot (test)
96.8AUROC
7
MVTec-AD 1-shot (test)
96.6AUROC
7
MVTec-AD
93.1Image-AUC
7
MVTec AD 2019 (test)
98.2Pixel AUC
7
MVTec-AD Texture Categories (leave-one-domain-out)
0.991Carpet Score
7
MVTec-AD (test)
99.8I-AUROC
6
MVTec-AD (test)
100I-AUROC
6
MVTec-AD
560Inference Time (ms)
6
MVTec AD Continual setting (test)
0.94I-ROC
6
MVTec AD Multi-Class setting (test)
86I-ROC
6
MVTec AD Single setting (test)
98I-ROC
6
MVTec-AD super-multi-class
99.4AUROC (Image Level)
6
MVTec-AD 4-shot
97.7AUROC
6
MVTec-AD 2-shot
97.3AUROC
6
MVTec-AD 8-shot (test)
98.2AUROC
6
MVTec AD Texture Average 1.0 (test)
0.998Image AUROC
6
MVTec AD surfaces
100Carpet Score
6
MVTec-AD
34.7Inference Latency (ms)
5
MVTec-AD2
59.4I-AUC
5
MVTec-AD
99.2AUC-P
5
MVTec-AD 16-shot (test)
98.4AUROC
5
MVTec AD (train/test)
3,872Training Memory (MB)
5
MVTec-AD
97.3Image AUROC
5