PUAD-S

Reported on 3 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.

Methodology3 results

Anomaly DetectiononMVTec LOCO AD
Avg. Detection AUROC· 2024-02-23
93.1
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
92
best: 98.1 (PSAD)
PUAD: Frustratingly Simple Method for Robust Anomaly Detection arXiv:2402.15143
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)· 2024-02-23
94.1
best: 95.9 (PUAD-M)
PUAD: Frustratingly Simple Method for Robust Anomaly Detection arXiv:2402.15143