EdgRec

Reported on 5 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.

Methodology5 results

Anomaly DetectiononVisA
Segmentation AUPRO (until 30% FPR)· 2022-10-26
90.7
best: 96.1 (AnomalyDINO-S (full-shot))
SOTA
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection arXiv:2210.14485
Anomaly DetectiononMVTec AD
Detection AUROC· 2022-10-26
97.8
best: 99.9 (GLASS)
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection arXiv:2210.14485
Anomaly DetectiononMVTec AD
Segmentation AUPRO· 2022-10-26
92.1
best: 98.4 (WeakREST-Block)
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection arXiv:2210.14485
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2022-10-26
97.7
best: 99.7 (WeakREST-Block)
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection arXiv:2210.14485
Anomaly DetectiononVisA
Detection AUROC· 2022-10-26
94.2
best: 99.8 (UniNet)
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection arXiv:2210.14485