Update README.md

README.md

@@ -159,4 +159,13 @@ This dataset is released under the Creative Commons Attribution 4.0 Internationa
 
 ## Citation
 
-If you use this dataset in your research, please cite our NeurIPS 2025 Datasets and Benchmarks submission (citation to be added upon acceptance).
+If you use this dataset in your research, please cite:
+
+```bibtex
+@article{ou2025mmsvpr,
+  title     = {MMS-VPR: Multimodal Street-Level Visual Place Recognition Dataset and Benchmark},
+  author    = {Ou, Yiwei and Ren, Xiaobin and Sun, Ronggui and Gao, Guansong and Jiang, Ziyi and Zhao, Kaiqi and Manfredini, Manfredo},
+  journal   = {arXiv preprint arXiv:2505.12254},
+  year      = {2025},
+  url       = {https://arxiv.org/abs/2505.12254}
+}