Add arXiv link (arXiv:2610.26811) to dataset card

README.md

@@ -18,7 +18,11 @@ size_categories:
 # StateWorldModel — assets & benchmark dataset
 
 Companion data for the code release of **"State World Models: Execute the
-Rules, Generate the Pixels"** (StatefulHarness + WorldState-Bench). One repo,
+Rules, Generate the Pixels"** (StatefulHarness + WorldState-Bench).
+
+> **Paper**: [State World Models: Execute the Rules, Generate the Pixels](https://arxiv.org/abs/2610.26811) (arXiv:2610.26811)
+
+One repo,
 two independent subtrees — download only what you need:
 
 | Subtree | Size | What it is |
@@ -67,12 +71,13 @@ repository.
 ## Citation
 
 ```bibtex
-@inproceedings{stateworldmodels2027,
-  title     = {State World Models: Execute the Rules, Generate the Pixels},
-  author    = {Anonymous},
-  booktitle = {Under review at ICLR 2027},
-  year      = {2027}
+@article{stateworldmodels2026,
+  title   = {State World Models: Execute the Rules, Generate the Pixels},
+  author  = {Ki, Chan Yan and Zhang, Yanran and Zheng, Wenzhao and Wang, Xiaofeng and Zhu, Zheng and Chen, Lei and Zhou, Jie and Lu, Jiwen},
+  journal = {arXiv preprint arXiv:2610.26811},
+  year    = {2026},
+  url     = {https://arxiv.org/abs/2610.26811}
 }
 ```
 
-TODO: replace with the camera-ready entry on acceptance.
+Preprint entry; TODO: replace with the camera-ready entry on acceptance.