diff --git a/README.md b/README.md
index 31b93f3..e19b52d 100644
--- a/README.md
+++ b/README.md
@@ -62,8 +62,14 @@ If your predicted instances already match the reference instances, you can direc
 
 If you use panoptica in your research, please cite it to support the development!
 
-TBA
+Kofler, F., Möller, H., Buchner, J. A., de la Rosa, E., Ezhov, I., Rosier, M., Mekki, I., Shit, S., Negwer, M., Al-Maskari, R., Ertürk, A., Vinayahalingam, S., Isensee, F., Pati, S., Rueckert, D., Kirschke, J. S., Ehrlich, S. K., Reinke, A., Menze, B., Wiestler, B., & Piraud, M. (2023). *Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps.* [arXiv preprint arXiv:2312.02608](https://arxiv.org/abs/2312.02608).
 
 ```
-upcoming citation
-```
+@misc{kofler2023panoptica,
+      title={Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps}, 
+      author={Florian Kofler and Hendrik Möller and Josef A. Buchner and Ezequiel de la Rosa and Ivan Ezhov and Marcel Rosier and Isra Mekki and Suprosanna Shit and Moritz Negwer and Rami Al-Maskari and Ali Ertürk and Shankeeth Vinayahalingam and Fabian Isensee and Sarthak Pati and Daniel Rueckert and Jan S. Kirschke and Stefan K. Ehrlich and Annika Reinke and Bjoern Menze and Benedikt Wiestler and Marie Piraud},
+      year={2023},
+      eprint={2312.02608},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}```