@article{steppotentialadvantageestimationharnessi,
  title = {Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical Reasoning},
  author = {Fei Wu and Zhenrong Zhang and Qikai Chang and Jianshu Zhang and Quan Liu and Jun Du},
  year = {2026},
  eprint = {2601.03823},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.03823},
}