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Benchmarking deep learning models for surface defect detection: a reproducible and statistically-rigorous approach

Crossref DOI link: https://doi.org/10.1007/s10845-025-02672-8

Published Online: 2025-09-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Lema, Darío G. https://orcid.org/0000-0003-0981-7925
Sánchez-González, Lidia https://orcid.org/0000-0002-0760-1170
Usamentiaga, Rubén https://orcid.org/0000-0003-0551-3203
delaCalle, F. J. https://orcid.org/0000-0002-5546-2005
Funding

Funding for this research was provided by:

Universidad de Oviedo
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Text and Data Mining valid from 2025-09-06

Version of Record valid from 2025-09-06
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Article History

Received: 13 June 2025

Accepted: 6 August 2025

First Online: 6 September 2025