# HIFI-Gen Dataset

We propose a high-fidelity synthetic image benchmark named **HIFI-Gen** dataset.

This dataset is introduced in our paper:
- Paper: [***DNA: Uncovering Universal Latent Forgery Knowledge***](https://arxiv.org/abs/2601.22515)

Code, models and analysis are available on our GitHub:
- GitHub: [**DNA-Uncovering-Universal-Latent-Forgery-Knowledge project** 🔬](https://github.com/jocelyndou/DNA-Uncovering-Universal-Latent-Forgery-Knowledge)


# Dataset Copyright
This dataset is constructed for academic and research purposes. Please follow the CC BY-NC 4.0 license and the corresponding source dataset guidelines.


# Citation

Checkout this paper [arxiv: 2601.22515](https://arxiv.org/abs/2601.22515)

```bibtex
@article{dou2026dna,
  title={Dna: Uncovering universal latent forgery knowledge},
  author={Dou, Jingtong and Shi, Chuancheng and Wang, Yemin and Guo, Shiming and Yi, Anqi and Wu, Wenhua and Zhang, Li and Shen, Fei and Chua, Tat-Seng},
  journal={arXiv preprint arXiv:2601.22515},
  year={2026}
}