Update README.md

README.md

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-      <a href="https://arxiv.org/abs/TBA">
-        <img src="https://img.shields.io/badge/arXiv-TBA-b31b1b.svg?style=for-the-badge" alt="arXiv">
+      <a href="https://arxiv.org/abs/2506.05523">
+        <img src="https://img.shields.io/badge/arXiv-2506.05523-b31b1b.svg?style=for-the-badge" alt="arXiv">
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 - 🤗 Data: [`morse-500`](https://huggingface.co/datasets/video-reasoning/morse-500)
 - 🤗 Video Viewer: [`morse-500-view`](https://huggingface.co/datasets/video-reasoning/morse-500-view)
 - 💻 Code: [`morse-500`](https://github.com/morse-benchmark/morse-500)
-- 📝 Paper: [`arXiv:TBA`](https://arxiv.org/abs/xxx)
+- 📝 Paper: [`arXiv:2506.05523`](https://arxiv.org/abs/2506.05523)
 
 
 ## ✨ Key Features