Update README.md

README.md

@@ -10,4 +10,15 @@ pinned: false
 short_description: Fooling an synthetic image detector
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This is the OpenFake Arena from the following paper:
+```
+@misc{livernoche2025openfakeopendatasetplatform,
+      title={OpenFake: An Open Dataset and Platform Toward Large-Scale Deepfake Detection}, 
+      author={Victor Livernoche and Akshatha Arodi and Andreea Musulan and Zachary Yang and Adam Salvail and Gaétan Marceau Caron and Jean-François Godbout and Reihaneh Rabbany},
+      year={2025},
+      eprint={2509.09495},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2509.09495}, 
+}
+```