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Defect localization research benchmarks · SOTA2 Research

Defect localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.1Accuracy

19

Apr 23, 2026

LLaVA-One Vision

78.12Accuracy

9

Feb 26, 2026

DAGM MNIST digit 3 (Unseen Defect)

0.903mAP

8

Feb 26, 2026

69.9mAP

8

Feb 26, 2026

Popular datasets

DAGM MVTec AD VisA

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