Update README.md

README.md

@@ -159,13 +159,13 @@ configs:
 <!-- MARK: Badges -->
 <br>
 <div align="center">
-    <a href="https://hats-ict.github.io/gameplayqa/"><img src="https://img.shields.io/static/v1?label=GameplayQA Project Homepage&message=Website&color=9a33fc&logo=githubpages" style="height: 25px;"></a>
-    <a href="#"><img src="https://img.shields.io/static/v1?label=Paper&message=arXiv (coming soon)&color=FF0066&logo=arxiv" style="height: 25px;"></a>
+    <a href="https://hats-ict.github.io/gameplayqa/"><img src="https://img.shields.io/static/v1?label=GameplayQA%20Project%20Homepage&message=Website&color=9a33fc&logo=githubpages" style="height: 25px;"></a>
+    <a href="https://arxiv.org/abs/2603.24329"><img src="https://img.shields.io/static/v1?label=Paper&message=arXiv&color=FF0066&logo=arxiv" style="height: 25px;"></a>
     <a href="https://huggingface.co/datasets/wangyz1999/GameplayQA"><img src="https://img.shields.io/static/v1?label=Dataset&message=HuggingFace&color=FF6600&logo=huggingface" style="height: 25px;"></a>
     <br>
-    <a href="https://github.com/wangyz1999/sync-video-label"><img src="https://img.shields.io/static/v1?label=Annotation Tool&message=Github&color=6699FF&logo=github" style="height: 25px;"></a>
-    <a href="https://sync-video-label.vercel.app/"><img src="https://img.shields.io/static/v1?label=Annotation Tool&message=Live Demo&color=33CCCC&logo=vercel" style="height: 25px;"></a>
-    <a href="https://www.youtube.com/watch?v=PKedELJ4XT0"><img src="https://img.shields.io/static/v1?label=Annotation Tool Demo&message=YouTube&color=FF0000&logo=youtube" style="height: 25px;"></a>
+    <a href="https://github.com/wangyz1999/sync-video-label"><img src="https://img.shields.io/static/v1?label=Annotation%20Tool&message=Github&color=6699FF&logo=github" style="height: 25px;"></a>
+    <a href="https://sync-video-label.vercel.app/"><img src="https://img.shields.io/static/v1?label=Annotation%20Tool&message=Live%20Demo&color=33CCCC&logo=vercel" style="height: 25px;"></a>
+    <a href="https://www.youtube.com/watch?v=PKedELJ4XT0"><img src="https://img.shields.io/static/v1?label=Annotation%20Tool%20Demo&message=YouTube&color=FF0000&logo=youtube" style="height: 25px;"></a>
     <a href="https://huggingface.co/datasets/wangyz1999/X-EGO-CS"><img src="https://img.shields.io/static/v1?label=Related&message=X-EGO-CS&color=FFCC00&logo=huggingface" style="height: 25px;"></a>
 </div>
 
@@ -397,3 +397,15 @@ A total of 2,709 true labels were annotated across 2,219 seconds of footage, yie
 ## Citation
 
 **If our research is helpful to you, please cite our paper:**
+
+```bibtex
+@article{wang2026gameplayqa,
+  title   = {GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents},
+  author  = {Wang, Yunzhe and Xu, Runhui and Zheng, Kexin and Zhang, Tianyi and Kogundi, Jayavibhav Niranjan and Hans, Soham and Ustun, Volkan},
+  year    = {2026},
+  eprint  = {2603.24329},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.CL},
+  url     = {https://arxiv.org/abs/2603.24329}
+}
+