update readme

README.md

@@ -6,12 +6,37 @@ base_model:
 
 ## SpiritSight Agent: Advanced GUI Agent with One Look
 
+<p align="center">
+    <a href="https://arxiv.org/abs/2503.03196">📄 Paper</a> •
+    <a href="https://huggingface.co/SenseLLM/SpiritSight-Agent-8B">🤖 Models</a> •
+    <a href="" style="pointer-events: none">📚 Datasets (Coming soon…)</a>
+</p>
+
+
 ## Introduction
-SpiritSight id a vision-based, end-to-end GUI agent that excels in GUI navigation tasks across various GUI platforms.
+
+SpiritSight-Agent is a vision-based, end-to-end GUI agent that excels in GUI navigation tasks across various GUI platforms.
 
 ![](results.png)
 ![](results2.png)
 
+
+## Models
+
+We recommend fine-tuning the base model on custom data.
+
+| Model | Checkpoint | Size | License|
+|:-------|:------------|:------|:--------|
+| SpiritSight-Agent-2B-base  | 🤗 [HF Link](https://huggingface.co/SenseLLM/SpiritSight-Agent-2B)  | 2B  | [InternVL](https://github.com/OpenGVLab/InternVL/blob/main/LICENSE) |
+| SpiritSight-Agent-8B-base  | 🤗 [HF Link](https://huggingface.co/SenseLLM/SpiritSight-Agent-8B)  | 8B  | [InternVL](https://github.com/OpenGVLab/InternVL/blob/main/LICENSE) |
+| SpiritSight-Agent-26B-base | 🤗 [HF Link](https://huggingface.co/SenseLLM/SpiritSight-Agent-26B) | 26B | [InternVL](https://github.com/OpenGVLab/InternVL/blob/main/LICENSE) |
+
+
+## Datasets
+
+Coming soon.
+
+
 ## Inference
 
 ```shell
@@ -23,8 +48,31 @@ pip install flash-attn==2.3.6 --no-build-isolation
 python infer_SSAgent-8B.py
 ```
 
+
+## Citation
+
+If you find this repo useful for your research, please kindly cite our paper:
+```
+@misc{huang2025spiritsightagentadvancedgui,
+      title={SpiritSight Agent: Advanced GUI Agent with One Look}, 
+      author={Zhiyuan Huang and Ziming Cheng and Junting Pan and Zhaohui Hou and Mingjie Zhan},
+      year={2025},
+      eprint={2503.03196},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2503.03196},
+}
+```
+
+
 ## Acknowledgments
 
 We thank the following amazing projects that truly inspired us:
 
 - [InternVL2](https://huggingface.co/OpenGVLab/InternVL2-8B)
+- [SeeClick]( https://github.com/njucckevin/SeeClick)
+- [Mind2Web](https://huggingface.co/datasets/osunlp/Multimodal-Mind2Web)
+- [GUI-Odyssey](https://github.com/OpenGVLab/GUI-Odyssey)
+- [AMEX](https://huggingface.co/datasets/Yuxiang007/AMEX)
+- [AndroidControl](https://github.com/google-research/google-research/tree/master/android_control)
+- [GUICourse](https://github.com/yiye3/GUICourse)