diff --git a/README.md b/README.md
index 6f009970..e7717be4 100644
--- a/README.md
+++ b/README.md
@@ -145,3 +145,14 @@ This is the official implement of [Oriented R-CNN](configs/obb/oriented_rcnn). i
   year = {2021},
   pages = {3520-3529} }
 ```
+
+```
+@ARTICLE{orcnn_beyond,
+  author={Xie, Xingxing and Cheng, Gong and Wang, Jiabao and Li, Ke and Han, Junwei},
+  journal={International Journal of Computer Vision}, 
+  title={Oriented R-CNN and Beyond}, 
+  year={2024},
+  pages={1-23},
+  doi={https://doi.org/10.1007/s11263-024-01989-w}
+}
+```