Update README.md

README.md

@@ -268,3 +268,15 @@ To inquire about licensing or customized dataset sourcing, contact:
 ### Citation
 
 If you find the data useful, please cite:
+
+```bibtex
+@misc{abdoli2025peerranked,
+    title={Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from GuruShots' Annotated Imagery}, 
+    author={Sajjad Abdoli and Freeman Lewin and Gediminas Vasiliauskas and Fabian Schonholz},
+    year={2025},
+    eprint={2506.05673},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV},
+    url={https://arxiv.org/abs/2506.05673}
+}
+```