Anomaly Detection2013en

NEU Surface Defect Database

1,800 grayscale images of hot-rolled steel strip with 6 defect types: rolled-in scale, patches, crazing, pitted surface, inclusion, scratches.

Metrics:map, accuracy, auroc
Paper / WebsiteDownload
Current State of the Art

DefectDet (ResNet)

Research

78.4

map

mapPrimary

#ModelScorePaper / CodeDate
1
DefectDet (ResNet)Open Source
Research		78.4
research
Dec 2025

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