PNI

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 DetectiononBTAD
Segmentation AUROC· uses extra data· 2022-11-22
97.8
best: 99.3 (WeakREST-Block)
PNI : Industrial Anomaly Detection using Position and Neighborhood Information arXiv:2211.12634
Anomaly DetectiononMVTec AD
Detection AUROC· 2022-11-22
99.56
best: 99.9 (GLASS)
PNI : Industrial Anomaly Detection using Position and Neighborhood Information arXiv:2211.12634
Anomaly DetectiononMVTec AD
Segmentation AUPRO· 2022-11-22
96.05
best: 98.4 (WeakREST-Block)
PNI : Industrial Anomaly Detection using Position and Neighborhood Information arXiv:2211.12634
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2022-11-22
98.98
best: 99.7 (WeakREST-Block)
PNI : Industrial Anomaly Detection using Position and Neighborhood Information arXiv:2211.12634