Citation

If you use geomcheck or the per-asset probe statistics, please cite the paper:

Miles Carter. Geometric validity is not perceptual quality: what deterministic probes can and cannot measure in generated 3D assets. 2026. Zenodo. doi:10.5281/zenodo.22995915

@misc{carter2026geomprobes,
  author    = {Carter, Miles},
  title     = {Geometric validity is not perceptual quality: what deterministic probes can and cannot measure in generated 3D assets},
  year      = {2026},
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.22995915},
  url       = {https://zenodo.org/records/22995915},
  note      = {Code: https://github.com/Stark-Will/geometric-probes-3d}
}

• Zenodo record: https://zenodo.org/records/22995915
• All versions (concept DOI): 10.5281/zenodo.22995914
• Machine-readable metadata: CITATION.cff in the repository (GitHub's "Cite this repository" button uses it).

Licences

Code is MIT. The paper text and the author's own figures are CC BY 4.0. Derived statistics from 3D-DefectBench (CC BY-NC 4.0) are for non-commercial research use only; see data/LICENSES.md.