MedHallTune

MedHallTune: A Benchmark and Instruction Tuning Dataset for Mitigating Medical Hallucination in Vision-Language Models [Paper][Huaggingface]

Qiao Yan, Yuchen Yuan,Xiaowei Hu, Yihan Wang, Jiaqi Xu, Jinpeng Li, Chi Wing Fu, Pheng Ann Heng

Release

• Both trainig and evaluation of MedHallTune, and model weights will be released soon.
• MedHallTune is available on [arXiv].

Citation

If MedHallTune is useful or relevant to your research, please kindly recognize our contributions by citing our paper:

@misc{yan2025medhalltune,
      title={MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models}, 
      author={Qiao Yan and Yuchen Yuan and Xiaowei Hu and Yihan Wang and Jiaqi Xu and Jinpeng Li and Chi-Wing Fu and Pheng-Ann Heng},
      year={2025},
      eprint={2502.20780},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2502.20780}, 
}