Update README.md

README.md

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     <img src="https://img.shields.io/badge/GitHub-grey?logo=GitHub" alt="GitHub">
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-  <a href="https://arxiv">
-    <img src="https://img.shields.io/badge/arXiv-2504.18428-b31b1b.svg?logo=arxiv" alt="arXiv"/>
+  <a href="https://arxiv.org/abs/2505.09694">
+    <img src="https://img.shields.io/badge/arXiv-2505.09694-b31b1b.svg?logo=arxiv" alt="arXiv"/>
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 ### Resources
 
 - 🐙 **GitHub**: Explore the project repository to run evaluation script. [AgibotTech/EWMBench](https://github.com/AgibotTech/EWMBench).
-- 📑 **arXiv**: Read our paper for detailed methodology and results at [arXiv:xxx.xxxx](https://arxiv.org/abs/xxx.xxx).
+- 📑 **arXiv**: Read our paper for detailed methodology and results at [arXiv:2505.09694](https://arxiv.org/abs/2505.09694).
 - 🤗 **Data**: Discover [EWMBench Dataset](https://huggingface.co/datasets/agibot-world/EWMBench/tree/main), we sample a diverse dataset from AgiBot World for running EWMBench evaluation.
 - 🤗 **Model**: Download pretrained weights used for evaluation from [EWMBench-model](https://huggingface.co/agibot-world/EWMBench-model/tree/main).