SOMAD

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 AD
Detection AUROC· 2021-07-21
97.9
best: 99.9 (GLASS)
Anomaly Detection via Self-organizing Map arXiv:2107.09903
Anomaly DetectiononMVTec AD
Segmentation AUPRO· 2021-07-21
93.3
best: 98.4 (WeakREST-Block)
Anomaly Detection via Self-organizing Map arXiv:2107.09903
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2021-07-21
97.8
best: 99.7 (WeakREST-Block)
Anomaly Detection via Self-organizing Map arXiv:2107.09903