PUAD-M

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

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

Methodology3 results

Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)· 2024-02-23
95.9
SOTA
PUAD: Frustratingly Simple Method for Robust Anomaly Detection arXiv:2402.15143
Anomaly DetectiononMVTec LOCO AD
Avg. Detection AUROC· 2024-02-23
94.4
best: 95.3 (CSAD)
PUAD: Frustratingly Simple Method for Robust Anomaly Detection arXiv:2402.15143
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only logical)· 2024-02-23
93.7
best: 98.1 (PSAD)
PUAD: Frustratingly Simple Method for Robust Anomaly Detection arXiv:2402.15143