update retrieval hotpotqa

index.html

@@ -247,7 +247,7 @@ <h2 class="subtitle">
         <div class="container is-max-desktop">
             <div class="columns is-centered has-text-centered">
                 <div class="column is-four-fifths">
-                    <h2 class="title is-3">Overall Results</h2>
+                    <h2 class="title is-3">Retrieval Performance</h2>
                     <div class="item">
                         <!-- Your image here -->
                         <img src="static/images/retrieval_nq.png" alt="MY ALT TEXT" />
@@ -260,6 +260,17 @@ <h2 class="subtitle has-text-centered">
                             units (10 times fewer) to achieve comparable results. Therefore, integrating long-context retrieval significantly alleviates the burden on the retriever model.
                         </p>
                     </div>
+
+                    <div class="item">
+                        <!-- Your image here -->
+                        <img src="static/images/retrieval_hotpotqa.png" alt="MY ALT TEXT" />
+                        <h2 class="subtitle has-text-centered">
+                            Figure 2: The retrieval performance on HotpotQA.
+                        </h2>
+                        <p>
+                            Similar to the findings on NQ, a long-context retrieval could significantly alleviate the burden on the retriever component within the entire RAG framework.
+                        </p>
+                    </div>
                 </div>
             </div>
         </div>
@@ -268,16 +279,6 @@ <h2 class="subtitle has-text-centered">
 <!-- End retrieval results -->
 
 
-  <section class="section">
-    <!-- Results. -->
-    <div class="columns is-centered has-text-centered">
-      <div class="column is-six-fifths">
-        <h2 class="title is-3"><img id="painting_icon" width="3%" src="https://cdn-icons-png.flaticon.com/512/3515/3515174.png"> Performance</h2>
-      </div>
-    </div>
-
-  </section>
-
 
 </body>