Update README.md

README.md

@@ -11,9 +11,39 @@ pinned: false
 short_description: Streamlit template space
 ---
 
-# Welcome to Streamlit!
+# 🖼️ ImagenWorld
 
-Edit `/src/streamlit_app.py` to customize this app to your heart's desire. :heart:
+[![Paper](https://img.shields.io/badge/%F0%9F%93%84-Paper-b31b1b)](https://openreview.net/forum?id=bld9g6jFh9)
+[![Project Website](https://img.shields.io/badge/%F0%9F%8C%90-Project%20Website-deepgray)](https://tiger-ai-lab.github.io/ImagenWorld/)
+[![Visualization](https://img.shields.io/badge/%F0%9F%93%8A-Visualization-blue)](https://huggingface.co/spaces/TIGER-Lab/ImagenWorld-Visualizer)
+[![GitHub](https://img.shields.io/badge/Code-GitHub-darkblue)](https://github.com/TIGER-AI-Lab/ImagenWorld)
+
+**ImagenWorld** is a large-scale benchmark designed to **evaluate image generation and editing models** in realistic multimodal scenarios.  
+It spans **six diverse tasks** and **six content domains**, providing a unified framework for assessing model compositionality, instruction following, and multimodal capability.
+
+---
+
+## 📜 Citation
+
+If you use **ImagenWorld**, please cite:
+
+```bibtex
+@inproceedings{
+sani2026imagenworld,
+title={ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks},
+author={Samin Mahdizadeh Sani and Max Ku and Nima Jamali and Matina Mahdizadeh Sani and Paria Khoshtab and Wei-Chieh Sun and Parnian Fazel and Zhi Rui Tam and Thomas Chong and Edisy Kin Wai Chan and Donald Wai Tong Tsang and Chiao-Wei Hsu and Lam Ting Wai and Ho Yin Sam Ng and Chiafeng Chu and Chak-Wing Mak and Keming Wu and Hiu Tung Wong and Yik Chun Ho and Chi Ruan and Zhuofeng Li and I-Sheng Fang and Shih-Ying Yeh and Ho Kei Cheng and Ping Nie and Wenhu Chen},
+booktitle={The Fourteenth International Conference on Learning Representations},
+year={2026},
+url={https://openreview.net/forum?id=bld9g6jFh9}
+}
+
+@misc{sani2026imagenworldstresstestingimagegeneration,
+      title={ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks}, 
+      author={Samin Mahdizadeh Sani and Max Ku and Nima Jamali and Matina Mahdizadeh Sani and Paria Khoshtab and Wei-Chieh Sun and Parnian Fazel and Zhi Rui Tam and Thomas Chong and Edisy Kin Wai Chan and Donald Wai Tong Tsang and Chiao-Wei Hsu and Ting Wai Lam and Ho Yin Sam Ng and Chiafeng Chu and Chak-Wing Mak and Keming Wu and Hiu Tung Wong and Yik Chun Ho and Chi Ruan and Zhuofeng Li and I-Sheng Fang and Shih-Ying Yeh and Ho Kei Cheng and Ping Nie and Wenhu Chen},
+      year={2026},
+      eprint={2603.27862},
+      archivePrefix={arXiv},
+      primaryClass={cs.GR},
+      url={https://arxiv.org/abs/2603.27862}, 
+}
 
-If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
-forums](https://discuss.streamlit.io).