From 0f9c7625b6ef7a35233de6e0ae3dffd19ff2ed1a Mon Sep 17 00:00:00 2001
From: "Milena T. Bagdasarian" <milena.bagdasarian@hhi.fraunhofer.de>
Date: Tue, 3 Sep 2024 12:31:44 +0200
Subject: [PATCH] Update index_template.html with introduction for website.

---
 project-page/index_template.html | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/project-page/index_template.html b/project-page/index_template.html
index c3b042d..6aaaa3a 100644
--- a/project-page/index_template.html
+++ b/project-page/index_template.html
@@ -111,7 +111,13 @@ <h1 class="title is-1 publication-title">
                                 </a>
                             </span>
                         </div>
-                    </div>
+			<br>
+                        <br>
+                        We present a work-in-progress survey on 3D Gaussian Splatting compression methods, focusing on their statistical performance across various benchmarks. 
+                        This survey aims to facilitate comparability by summarising key statistics of different compression approaches in a tabulated format. 
+                        The datasets evaluated include TanksAndTemples, MipNeRF360, DeepBlending, and SyntheticNeRF. 
+                        For each method, we report the Peak Signal-to-Noise Ratio (PSNR), Structural Similarity Index (SSIM), Learned Perceptual Image Patch Similarity (LPIPS), and the resultant size in megabytes (MB), as provided by the respective authors. 
+                        This is an ongoing, open project, and we invite contributions from the research community as GitHub issues or pull requests.
                 </div>
             </div>
         </div>
@@ -463,4 +469,4 @@ <h2 class="title">BibTeX</h2>
 <!-- End of Statcounter Code -->
 <script src="static/js/scripts.js"></script>
 </body>
-</html>
\ No newline at end of file
+</html>