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README.md

@@ -33,7 +33,7 @@ configs:
 
 <div align='center'>
 
-[[🏠 Project Page](https://vision2web-benchmark.github.io/)] [[📖 arXiv Paper](#)][[🏆 Leaderboard](https://vision2web-benchmark.github.io/#leaderboard)] [[📮 Submit Results](https://huggingface.co/datasets/he-zh22/Vision2Web-leaderboard)]
+[[🏠 Project Page](https://vision2web-bench.github.io/)] [[📖 arXiv Paper](https://arxiv.org/abs/2603.26648)] [[🏆 Leaderboard](https://vision2web-bench.github.io/#leaderboard)] [[📮 Submit Results](https://huggingface.co/datasets/zai-org/Vision2Web-Leaderboard)]
 
 </div>
 
@@ -187,10 +187,13 @@ Vision2Web is released under the **CC-BY-NC-SA-4.0 license**.
 If you find Vision2Web useful in your research, please cite:
 
 ```bibtex
-@article{he2026vision2web,
-  title={Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification},
-  author={He, Zehai and Hong, Wenyi and Yang, Zhen and Pan, Ziyang and Liu, Mingdao and Gu, Xiaotao and Tang, Jie},
-  journal={arXiv preprint},
-  year={2026}
+@misc{he2026vision2webhierarchicalbenchmarkvisual,
+      title={Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification},
+      author={Zehai He and Wenyi Hong and Zhen Yang and Ziyang Pan and Mingdao Liu and Xiaotao Gu and Jie Tang},
+      year={2026},
+      eprint={2603.26648},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2603.26648},
 }
-````
+```