Update README.md

README.md

@@ -2,8 +2,34 @@
 license: apache-2.0
 ---
 
+# ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
+
+<p align="center"><img src="./figures/figure1.png" alt="Image" width=60% ></p>
+
+<div align="center">
+    <a href="https://wangphoebe.github.io/actiview_homepage/">🌐<strong>Homepage</strong></a> | <a href="https://arxiv.org/abs/2410.04659">📖<strong>arXiv</strong></a> | <a href="https://huggingface.co/datasets/wangphoebe/ActiView">🤗<strong>Dataset</strong></a>
+</div>
+
+## Overview
+
 This is benchmark for paper "ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models" ([arxiv](https://arxiv.org/abs/2410.04659))
 
-Please refer to this [github](https://github.com/THUNLP-MT/ActiView) repo for detail.
+Please refer to this [github](https://github.com/THUNLP-MT/ActiView) repo **for detail.**
+
+To use this dataset, please download all the files and place them under the asset dir as in the above repo. The Archive_imgs.zip file contains 3 dirs of necessary image files for evaluating. Please unzip this file and place the resulting dirs under the asset dir in our github repo. 
+
+
 
-To use this dataset, please download all the files and place them under the asset dir as in the above repo. The Archive_imgs.zip file contains 3 dirs of necessary image files for evaluating. Please unzip this file and place the resulting dirs under the asset dir in our github repo. 
+## Citation
+If you find our data useful, please consider citing:
+```
+@misc{wang2024activiewevaluatingactiveperception,
+      title={ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models}, 
+      author={Ziyue Wang and Chi Chen and Fuwen Luo and Yurui Dong and Yuanchi Zhang and Yuzhuang Xu and Xiaolong Wang and Peng Li and Yang Liu},
+      year={2024},
+      eprint={2410.04659},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2410.04659}, 
+}
+```