Update README.md

README.md

@@ -16,7 +16,7 @@ SciScore is finetuned on the base model [CLIP-H](https://huggingface.co/laion/CL
 
 ## Resources
 - [Website](https://jialuo-li.github.io/Science-T2I-Web/)
-- [arXiv: Paper](https://arxiv.org)
+- [arXiv: Paper](https://arxiv.org/abs/2504.13129)
 - [GitHub: Code](https://github.com/Jialuo-Li/Science-T2I)
 - [Huggingface: Science-T2I-S&C Benchmark](https://huggingface.co/collections/Jialuo21/science-t2i-67d3bfe43253da2bc7cfaf06)
 - [Huggingface: Science-T2I Trainset](https://huggingface.co/datasets/Jialuo21/Science-T2I-Trainset)
@@ -69,4 +69,18 @@ def calc_probs(prompt, images):
 pil_images = [Image.open("./examples/camera_1.png"), Image.open("./examples/camera_2.png")]
 prompt = "A camera screen without electricity sits beside the window, realistic."
 print(calc_probs(prompt, pil_images))
+```
+
+## Citation
+
+```
+@misc{li2025sciencet2iaddressingscientificillusions,
+  title={Science-T2I: Addressing Scientific Illusions in Image Synthesis}, 
+  author={Jialuo Li and Wenhao Chai and Xingyu Fu and Haiyang Xu and Saining Xie},
+  year={2025},
+  eprint={2504.13129},
+  archivePrefix={arXiv},
+  primaryClass={cs.CV},
+  url={https://arxiv.org/abs/2504.13129}, 
+}
 ```