From 447e9002b8a4d3465b0463d30d03638fcc0a4926 Mon Sep 17 00:00:00 2001
From: Muhammad Maaz <mmaaz60@gmail.com>
Date: Sat, 15 Jul 2023 11:42:53 +0400
Subject: [PATCH] Updates the index.md

---
 _layouts/default.html | 9 ++++-----
 index.md              | 9 +++++----
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/_layouts/default.html b/_layouts/default.html
index d63c512..4dd769c 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -40,6 +40,10 @@ <h2>{{ site.description | default: site.github.project_tagline }}</h2>
 
         <aside id="sidebar">
           {% if site.show_downloads %}
+            <a href="https://mbzuaiac-my.sharepoint.com/:f:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EoS-mdm-KchDqCVbGv8v-9IB_ZZNXtcYAHtyvI06PqbF_A?e=1sNbaa" class="button">
+              <small>Download</small>
+              <span style="font-size:0.75em">Benchmarking QA</span>
+            </a>
             <a href="https://mbzuaiac-my.sharepoint.com/:u:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EatOpE7j68tLm2XAd0u6b8ABGGdVAwLMN6rqlDGM_DwhVA?e=90WIuW" class="button">
               <small>Download</small>
               <span style="font-size:0.9em">Videos</span>
@@ -48,11 +52,6 @@ <h2>{{ site.description | default: site.github.project_tagline }}</h2>
               <small>Download</small>
               <span style="font-size:0.8em">Dense Captions</span>
             </a>
-            </a>
-            <a href="https://mbzuaiac-my.sharepoint.com/:f:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EoS-mdm-KchDqCVbGv8v-9IB_ZZNXtcYAHtyvI06PqbF_A?e=1sNbaa" class="button">
-              <small>Download</small>
-              <span style="font-size:0.75em">Benchmarking QA</span>
-            </a>
           {% endif %}
 
 <!--          {% if site.github.is_project_page %}-->
diff --git a/index.md b/index.md
index deb3549..ea7a139 100644
--- a/index.md
+++ b/index.md
@@ -13,8 +13,11 @@ The framework enables an in-depth evaluation of video-based conversational model
 
 Our framework introduces a benchmark designed to assess the text generation performance of video-based conversational models. We leverage a test set of 500 samples curated from the ActivityNet-200 videos for this purpose.
 
-You can download the videos from [here](https://mbzuaiac-my.sharepoint.com/:u:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EatOpE7j68tLm2XAd0u6b8ABGGdVAwLMN6rqlDGM_DwhVA?e=90WIuW) and 
-corresponding human-generated detailed descriptions from [here](https://mbzuaiac-my.sharepoint.com/:u:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EYqblLdszspJkayPvVIm5s0BCvl0m6q6B-ipmrNg-pqn6A?e=QFzc1U).
+For quantitative evaluation, we curate a test set based on the ActivityNet-200 dataset, featuring videos with rich, dense descriptive captions and associated question-answer pairs from human annotations. 
+We develop an evaluation pipeline using the GPT-3.5 model that assigns a relative score to the generated predictions on a scale of 1-5.
+
+The generated question-answer pairs are available for download [here](https://mbzuaiac-my.sharepoint.com/:f:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EoS-mdm-KchDqCVbGv8v-9IB_ZZNXtcYAHtyvI06PqbF_A?e=1sNbaa) 
+and the corresponding videos can be downloaded from [here](https://mbzuaiac-my.sharepoint.com/:u:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EatOpE7j68tLm2XAd0u6b8ABGGdVAwLMN6rqlDGM_DwhVA?e=90WIuW).
 
 Our benchmarks cover five key aspects:
 
@@ -35,8 +38,6 @@ Our benchmarks cover five key aspects:
 
 &nbsp;
 
-We generate task-specific question-answers by querying the GPT-3.5-Turbo model using the human-generated detailed video descriptions. The generated question-answer pairs are available for download [here](https://mbzuaiac-my.sharepoint.com/:f:/g/personal/hanoona_bangalath_mbzuai_ac_ae/EoS-mdm-KchDqCVbGv8v-9IB_ZZNXtcYAHtyvI06PqbF_A?e=1sNbaa).
-
 Follow the steps below to perform the quantitative benchmarking:
 
 **Step 1:** Run the inference using the provided question-answer pairs for each criteria.