Update README.md

README.md

@@ -1,9 +1,18 @@
 ---
 license: apache-2.0
+base_model:
+- Qwen/Qwen2.5-VL-7B-Instruct
+tags:
+- IQA
+- VQA
+- AIGC
 ---
 ## Model Description
-This is a huggingface model card for Q-Insight 👋
-- Paper: https://arxiv.org/pdf/2503.22679
+This is a huggingface model card for Q-Insight family 👋
+
+- Q-Insight paper: https://arxiv.org/pdf/2503.22679
+- VQ-Insight paper: https://arxiv.org/pdf/2506.18564
+- RALI paper: https://arxiv.org/pdf/2510.11369
 - Code: https://github.com/bytedance/Q-Insight
 
 ## License
@@ -26,4 +35,12 @@ If you find the code helpful in your research or work, please cite the following
   booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
   year={2026}
 }
+```
+```
+@inproceedings{zhao2025reasoning,
+  title={Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment},
+  author={Zhao, Shijie and Zhang, Xuanyu and Li, Weiqi and Li, Junlin and Zhang, Li and Xue, Tianfan and Zhang, Jian},
+  booktitle={Proceedings of the International Conference on Learning Representations (ICLR)},
+  year={2026}
+}
 ```