diff --git a/neurips23.html b/neurips23.html
index df856fdf..b540f417 100644
--- a/neurips23.html
+++ b/neurips23.html
@@ -1,5 +1,6 @@
 <!DOCTYPE html>
 <html lang="en">
+<link rel="stylesheet" href="style.css">
 
 <head>
   <meta charset="utf-8" />
@@ -90,6 +91,12 @@ <h1>
         <div class="buttons">
           <a href="https://github.com/harsha-simhadri/big-ann-benchmarks/blob/main/neurips23/README.md"
             class="button button-white">Get Started</a>
+          <a href="https://neurips.cc/virtual/2023/competition/66587" class="button button-alpha">
+            NeurIPS'23 Session
+          </a>
+          <a href="https://github.com/harsha-simhadri/big-ann-benchmarks/blob/main/neurips23/README.md" class="button button-white">
+            Leaderboard
+          </a>
         </div>
       </div>
     </section>
@@ -99,15 +106,13 @@ <h1>
     <section id="Results" class="results">
       <div class="container content-section">
         <div class="title">
-          <h2>Results and Event Schedule</h2>
+          <h2>Track Winners</h2>
         </div>
 
-        <h3>Track Winners</h3>
-
         <h4>Filtered Search</h4>
         <ul class="result-list">
           <li>
-            <span>IVF$^2$ Index</span>: Fusing Classic and Spatial Inverted Indices for Fast Filtered ANNS
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/filter/parlayivf">ParlayANN IVF<sup>2</sup></a></span>: Fusing Classic and Spatial Inverted Indices for Fast Filtered ANNS
             <span class="authors"><span>Authors</span>: Ben Landrum (UMD), Magdalen Dobson Manohar (CMU), Mazin Karjikar (UMD), Laxman Dhulipala (UMD)</span>
           </li>
         </ul>
@@ -115,12 +120,12 @@ <h4>Filtered Search</h4>
         <h4>Out-Of-Distribution</h4>
         <ul class="result-list">
           <li>
-            <span>RoarANN</span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/mysteryann">RoarANN</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
             <span class="authors"><span>Authors</span>: Meng Chen, Yue Chen, Rui Ma, Fudan University, Kai Zhang, Yuzheng Cai, Jiayang Shi,  Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
           </li>
 
           <li>
-            <span>PyANNS</span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/pyanns">PyANNS</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
             <span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
           </li>
         </ul>
@@ -128,13 +133,12 @@ <h4>Out-Of-Distribution</h4>
         <h4>Sparse</h4>
         <ul class="result-list">
           <li>
-            <span>PyANNS</span>: 
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/pyanns">PyANNS</a></span>: 
               Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search<br/>
               <span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
           </li>
-
           <li>
-            <span>shnsw</span>: 
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/shnsw">shnsw</a></span>: 
               Sparse HNSW<br/>
               <span class="authors"><span>Authors</span>:  Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng. All authors from Fudan University.</span>
           </li>
@@ -143,21 +147,14 @@ <h4>Sparse</h4>
         <h4>Streaming Search</h4>
         <ul class="result-list">
           <li>
-            <span>PyANNS</span>: 
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/streaming/puck">PyANNS</a></span>: 
               Efficient Multi-level Index Structure for Approximate Nearest Neighbor Search in Practice<br/>
               <span class="authors"><span>Authors</span>: Jie Yin, Baidu Ben Huang, Baidu</span>
           </li>
         </ul>
 
         
-        <div class="buttons">
-          <a href="https://neurips.cc/virtual/2023/competition/66587" class="button button-alpha">
-            Schedule
-          </a>
-          <a href="https://github.com/harsha-simhadri/big-ann-benchmarks/blob/main/neurips23/README.md" class="button button-white">
-            Leaderboard
-          </a>
-        </div>
+ 
 
       </div>
     </section>
diff --git a/style.css b/style.css
index fbb58606..b962ffc8 100644
--- a/style.css
+++ b/style.css
@@ -272,7 +272,7 @@ a:hover {
   display: flex;
   flex-wrap: wrap;
   justify-content: center;
-  gap: 1.25rem;
+  gap: 1.25 rem;
   margin-top: var(--spacing-md);
 }
 
@@ -293,7 +293,7 @@ a:hover {
 .result-list {
   display: flex;
   flex-direction: column;
-  gap: 1.75rem;
+  gap: 1rem;
   margin: var(--spacing-sm) 0 var(--spacing-sm);
   list-style: disc outside;
   padding-left: 1.4rem;
