STPM

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 AD
Detection AUROC· 2021-03-07
95.5
best: 99.9 (GLASS)
Student-Teacher Feature Pyramid Matching for Anomaly Detection arXiv:2103.04257
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2021-03-07
97
best: 99.7 (WeakREST-Block)
Student-Teacher Feature Pyramid Matching for Anomaly Detection arXiv:2103.04257
Anomaly DetectiononVisA
Detection AUROC· 2021-03-07
83.3
best: 99.8 (UniNet)
Student-Teacher Feature Pyramid Matching for Anomaly Detection arXiv:2103.04257
Anomaly DetectiononVisA
Segmentation AUPRO (until 30% FPR)· 2021-03-07
62
best: 96.1 (AnomalyDINO-S (full-shot))
Student-Teacher Feature Pyramid Matching for Anomaly Detection arXiv:2103.04257