Surface Defect Detection

Detecting scratches, dents, and surface imperfections on materials.

1
Datasets
2
Results
Accuracy
Canonical metric
Canonical Benchmark

DAGM 2007

DAGM 2007 weakly supervised learning for industrial optical inspection — 10 classes of artificially generated textured surface defects.

Primary metric: Accuracy
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Top 10

Leading models on DAGM 2007.

RankModelAccuracyYearSource
1
SegNet (class-level)
1002026paper
2
ResNet baseline
99.82026paper

All datasets

1 dataset tracked for this task.

Related tasks

Other tasks in Industrial Inspection.