CSAD

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
Avg. Detection AUROC· 2024-08-28
95.3
SOTA
CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection arXiv:2408.15628
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only logical)· 2024-08-28
96.7
best: 98.1 (PSAD)
CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection arXiv:2408.15628
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)· 2024-08-28
94
best: 95.9 (PUAD-M)
CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection arXiv:2408.15628