@article{whenprettyisntusefulinvestigatingwhymode,
  title = {When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators},
  author = {Krzysztof Adamkiewicz and Brian Bernhard Moser and Stanislav Frolov and Tobias Christian Nauen and Federico Raue and Andreas Dengel},
  year = {2026},
  eprint = {2602.19946},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.19946},
}