@article{dvsftdirectvisionsupervisionforfinegrain,
  title = {DV-SFT: Direct Vision Supervision for Fine-Grained Visual Understanding},
  author = {Jianfei Zhao and Feng Zhang and Xin Sun and Chong Feng and Bing Wang and Zhixing Tan},
  year = {2026},
  eprint = {2605.26656},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.26656},
}