PatchCore Ensemble

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Anomaly DetectiononMVTec LOCO AD
Avg. Detection AUROC· 2021-06-15
79.4
best: 95.3 (CSAD)
Towards Total Recall in Industrial Anomaly Detection arXiv:2106.08265
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only logical)· 2021-06-15
71
best: 98.1 (PSAD)
Towards Total Recall in Industrial Anomaly Detection arXiv:2106.08265
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)· 2021-06-15
87.7
best: 95.9 (PUAD-M)
Towards Total Recall in Industrial Anomaly Detection arXiv:2106.08265
Anomaly DetectiononMVTec LOCO AD
Segmentation AU-sPRO (until FPR 5%)· 2021-06-15
36.5
best: 83.2 (SAM-LAD)
Towards Total Recall in Industrial Anomaly Detection arXiv:2106.08265