Update index.html

index.html

@@ -100,24 +100,14 @@ <h2 class="subtitle is-3 publication-subtitle">
                     <span>Paper</span>
                   </a>
                 </span>
-                <span class="link-block">
-                  <a href="https://arxiv.org/abs/2403.14168" class="external-link button is-normal is-rounded is-dark">
-                    <!-- <a href="https://lupantech.github.io/papers/arxiv23_mathvista.pdf"
-                   class="external-link button is-normal is-rounded is-dark"> -->
-                    <span class="icon">
-                      <i class="ai ai-arxiv"></i>
-                    </span>
-                    <span>arXiv</span>
-                  </a>
-                </span>
-                <!-- Code Link. -->
+                <!-- Github Link. -->
                 <span class="link-block">
                   <a href="https://github.com/Jack-ZC8/M3AV-dataset"
                     class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fab fa-github"></i>
                     </span>
-                    <span>Code</span>
+                    <span>Github</span>
                   </a>
                 </span>
                 <!-- Download Link. -->
@@ -142,6 +132,16 @@ <h2 class="subtitle is-3 publication-subtitle">
                     <span>Demo</span>
                   </a>
                 </span>
+                <!-- Benchmark Link. -->
+                <span class="link-block">
+                  <a href="https://github.com/Jack-ZC8/M3AV-dataset/tree/main/benchmarks"
+                    class="external-link button is-normal is-rounded is-dark">
+                    <span class="icon">
+                      <p style="font-size:18px">🤖</p>
+                    </span>
+                    <span>Benchmarks</span>
+                  </a>
+                </span>
               </div>
 
             </div>
@@ -155,7 +155,7 @@ <h2 class="subtitle is-3 publication-subtitle">
   <section class="section">
     <h2 class="title is-3 has-text-centered">Abstract</h2>
     <div class="columns is-centered has-text-justified">
-      <div class="column is-three-fifths">
+      <div class="column is-half">
         <p>
           Publishing open-source academic video recordings is an emergent and prevalent approach to sharing knowledge
           online. Such videos carry <b>rich multimodal information</b> including speech, the facial and body movements
@@ -344,15 +344,15 @@ <h1 class="title is-1 mmmu">Conclusion</h1>
 
   <section class="section">
     <div class="columns is-centered has-text-justified">
-      <div class="column is-three-fifths">
+      <div class="column is-half">
         <p>
-          <b>We release the Multimodal, Multigenre, and Multipurpose Audio-Visual Dataset with Academic Lectures
-            (🎓M<sup>3</sup>AV) covering a range of academic fields.</b> This dataset contains manually annotated
+          We release the <b>Multimodal, Multigenre, and Multipurpose Audio-Visual Dataset with Academic Lectures
+            (🎓M<sup>3</sup>AV)</b> covering a range of academic fields. This dataset contains manually annotated
           speech transcriptions, slide text, and additional extracted papers, providing a basis for evaluating AI
           models for <b>recognizing multimodal content and understanding academic knowledge</b>. We detail the
           creation pipeline and conduct various analyses of the dataset. Furthermore, we build benchmarks and
-          conduct experiments around the dataset. <b>We find there is still large room for existing models to
-            improve perceptions and understanding of academic lecture videos.</b>
+          conduct experiments around the dataset. We find there is still large room for existing models to
+          <b>improve perceptions and understanding of academic lecture videos.</b>
         </p>
       </div>
     </div>