PyramidFlow (Res18)

Reported on 4 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.

Methodology4 results

Anomaly DetectiononBTAD
Detection AUROC· uses extra data· 2023-03-05
95.8
best: 98.3 (CPR)
SOTA
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow arXiv:2303.02595
Anomaly DetectiononBTAD
Segmentation AUROC· uses extra data· 2023-03-05
97.7
best: 99.3 (WeakREST-Block)
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow arXiv:2303.02595
Anomaly DetectiononMVTec AD
Segmentation AUPRO· 2023-03-05
96.5
best: 98.4 (WeakREST-Block)
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow arXiv:2303.02595
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2023-03-05
97.1
best: 99.7 (WeakREST-Block)
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow arXiv:2303.02595