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Industrial Defect Detection research benchmarks · SOTA2 Research

Industrial Defect Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

InsPLAD-fault (test)

96.43Glass Insulation Rate

9

Feb 26, 2026

71.86AUC

8

Jun 26, 2026

Kolektor-SDD2 (test)

93.83mAP

3

Feb 26, 2026

93.79mAP

3

Feb 26, 2026

DAGM 2007 (test)

94.46mAP

3

Feb 26, 2026

Popular datasets

MT DAGM Bosch Kolektor-SDD InsPLAD

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