The contributions of academic paper benchmark study for welding gun fault prediction comprise publishing the available source code on GitHub2, as well as the acquired data set on Zenodo3. https://zenodo.org/record/7026038#.YwkIV3ZBwuU In addition, we provide a reproducible CodeOcean capsule4 containing an example run for demonstration.