Update README.md

README.md

@@ -58,7 +58,7 @@ Official Deaftest dataset for the paper "[AV-Odyssey: Can Your Multimodal LLMs R
 
 🌟 For more details, please refer to the project page with data examples: [https://av-odyssey.github.io/](https://av-odyssey.github.io/).
 
-[[🌐 Webpage](https://av-odyssey.github.io/)] [[📖 Paper]()] [[🤗 Huggingface AV-Odyssey Dataset](https://huggingface.co/datasets/AV-Odyssey/AV_Odyssey_Bench)] [[🤗 Huggingface Deaftest Dataset](https://huggingface.co/datasets/AV-Odyssey/Deaftest_dataset)] [[🏆 Leaderboard](https://huggingface.co/spaces/AV-Odyssey/AV_Odyssey_Bench_Leaderboard)]
+[[🌐 Webpage](https://av-odyssey.github.io/)] [[📖 Paper](https://arxiv.org/abs/2412.02611)] [[🤗 Huggingface AV-Odyssey Dataset](https://huggingface.co/datasets/AV-Odyssey/AV_Odyssey_Bench)] [[🤗 Huggingface Deaftest Dataset](https://huggingface.co/datasets/AV-Odyssey/Deaftest_dataset)] [[🏆 Leaderboard](https://huggingface.co/spaces/AV-Odyssey/AV_Odyssey_Bench_Leaderboard)]
 
 
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@@ -99,11 +99,6 @@ You must strictly comply with the above restrictions.
 Please send an email to **[[email protected]](mailto:[email protected])**. 🌟
 
 
-## 🔮 Evaluation Pipeline
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-
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-
 
 ## 🏆 Leaderboard
 
@@ -112,10 +107,19 @@ Please send an email to **[[email protected]](mailto:[email protected])*
 🚨 The [Leaderboard](https://huggingface.co/spaces/AV-Odyssey/AV_Odyssey_Bench_Leaderboard) for AV-Odyssey is continuously being updated, welcoming the contribution of your excellent MLLMs! 
 
 
-## :black_nib: Citation
+## Citation
 
 If you find our work helpful for your research, please consider citing our work.   
 
-```bibtex
 
+```bibtex
+@misc{gong2024avodysseybenchmultimodalllms,
+      title={AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?}, 
+      author={Kaixiong Gong and Kaituo Feng and Bohao Li and Yibing Wang and Mofan Cheng and Shijia Yang and Jiaming Han and Benyou Wang and Yutong Bai and Zhuoran Yang and Xiangyu Yue},
+      year={2024},
+      eprint={2412.02611},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2412.02611}, 
+}
 ```