Update README.md

README.md

@@ -53,3 +53,15 @@ for item in ds["test"]:
     print([prompt, img])  # Replace with your processing logic
 ```
 
+## Citation
+
+If you use this dataset, please cite the original paper:
+
+```
+@article{dihan2024mapeval,
+  title={MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models},
+  author={Dihan, Mahir Labib and Hassan, Md Tanvir and Parvez, Md Tanvir and Hasan, Md Hasebul and Alam, Md Almash and Cheema, Muhammad Aamir and Ali, Mohammed Eunus and Parvez, Md Rizwan},
+  journal={arXiv preprint arXiv:2501.00316},
+  year={2024}
+}
+```