diff --git a/assets/vbench/images/dim_results/pie_chart_image_suite.png b/assets/vbench/images/dim_results/pie_chart_image_suite.png
index a80dd0a..9009388 100644
Binary files a/assets/vbench/images/dim_results/pie_chart_image_suite.png and b/assets/vbench/images/dim_results/pie_chart_image_suite.png differ
diff --git a/index.html b/index.html
index 27f1dea..d90f484 100644
--- a/index.html
+++ b/index.html
@@ -792,10 +792,19 @@ <h2 class="title">BibTeX</h2>
       booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
       year={2024}
 }</code></pre>
+
+<pre><code>@article{huang2024vbench++,
+  title={VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models},
+  author={Huang, Ziqi and Zhang, Fan and Xu, Xiaojie and He, Yinan and Yu, Jiashuo and Dong, Ziyue and Ma, Qianli and Chanpaisit, Nattapol and Si, Chenyang and Jiang, Yuming and Wang, Yaohui and Chen, Xinyuan and Chen, Ying-Cong and Wang, Limin and Lin, Dahua and Qiao, Yu and Liu, Ziwei},
+  journal={preprint},
+  year={2024}
+}</code></pre>
   </div>
 </section>
 
 
+
+
 <!-- footer -->
 <footer class="footer">
   <div class="container">