Update README.md

README.md

@@ -78,11 +78,14 @@ This dataset is released under the **MIT License**. You are free to use, modify,
 If you use this benchmark, please cite:
 
 ```bibtex
-@dataset{yang2025automat,
-  author    = {Yaotian Yang et al.},
-  title     = {AutoMat Benchmark for STEM Image-Based Crystal Structure Reconstruction},
-  year      = {2025},
-  url       = {https://huggingface.co/datasets/yaotianvector/STEM2Mat}
+@misc{yang2025automatenablingautomatedcrystal,
+      title={AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use}, 
+      author={Yaotian Yang and Yiwen Tang and Yizhe Chen and Xiao Chen and Jiangjie Qiu and Hao Xiong and Haoyu Yin and Zhiyao Luo and Yifei Zhang and Sijia Tao and Wentao Li and Qinghua Zhang and Yuqiang Li and Wanli Ouyang and Bin Zhao and Xiaonan Wang and Fei Wei},
+      year={2025},
+      eprint={2505.12650},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2505.12650}, 
 }
 ```