@article{settingmatchedandsemanticsscaledbenchmar,
  title = {Setting-Matched and Semantics-Scaled Benchmarking of One-Step Generative Models Against Multistep Diffusion and Flow Models},
  author = {Advaith Ravishankar and Serena Liu and Mingyang Wang and Todd Zhou and Jeffrey Zhou and Arnav Sharma and Ziling Hu and Léopold Das and Abdulaziz Sobirov and Faizaan Siddique and Freddy Yu and Seungjoo Baek and Yan Luo and Mengyu Wang},
  year = {2026},
  eprint = {2603.14186},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.14186},
}