diff --git a/neurips23/latitude-m4-metal-medium.md b/neurips23/latitude-m4-metal-medium.md
index 5a243149..0f00db4c 100644
--- a/neurips23/latitude-m4-metal-medium.md
+++ b/neurips23/latitude-m4-metal-medium.md
@@ -26,179 +26,179 @@ Note:
 * The [NeurIPS2023](README.md) Docker-based eval limits the use of available underlying resources.
 
 ## Results
-<table id="T_f1f4d">
+<table id="T_7c996">
   <thead>
     <tr>
-      <th id="T_f1f4d_level0_col0" class="col_heading level0 col0" colspan="3">filter</th>
-      <th id="T_f1f4d_level0_col3" class="col_heading level0 col3" colspan="3">sparse</th>
-      <th id="T_f1f4d_level0_col6" class="col_heading level0 col6" colspan="3">ood</th>
+      <th id="T_7c996_level0_col0" class="col_heading level0 col0" colspan="3">filter</th>
+      <th id="T_7c996_level0_col3" class="col_heading level0 col3" colspan="3">sparse</th>
+      <th id="T_7c996_level0_col6" class="col_heading level0 col6" colspan="3">ood</th>
     </tr>
     <tr>
-      <th id="T_f1f4d_level1_col0" class="col_heading level1 col0" >rank</th>
-      <th id="T_f1f4d_level1_col1" class="col_heading level1 col1" >algorithm</th>
-      <th id="T_f1f4d_level1_col2" class="col_heading level1 col2" >qps</th>
-      <th id="T_f1f4d_level1_col3" class="col_heading level1 col3" >rank</th>
-      <th id="T_f1f4d_level1_col4" class="col_heading level1 col4" >algorithm</th>
-      <th id="T_f1f4d_level1_col5" class="col_heading level1 col5" >qps</th>
-      <th id="T_f1f4d_level1_col6" class="col_heading level1 col6" >rank</th>
-      <th id="T_f1f4d_level1_col7" class="col_heading level1 col7" >algorithm</th>
-      <th id="T_f1f4d_level1_col8" class="col_heading level1 col8" >qps</th>
+      <th id="T_7c996_level1_col0" class="col_heading level1 col0" >rank</th>
+      <th id="T_7c996_level1_col1" class="col_heading level1 col1" >algorithm</th>
+      <th id="T_7c996_level1_col2" class="col_heading level1 col2" >qps</th>
+      <th id="T_7c996_level1_col3" class="col_heading level1 col3" >rank</th>
+      <th id="T_7c996_level1_col4" class="col_heading level1 col4" >algorithm</th>
+      <th id="T_7c996_level1_col5" class="col_heading level1 col5" >qps</th>
+      <th id="T_7c996_level1_col6" class="col_heading level1 col6" >rank</th>
+      <th id="T_7c996_level1_col7" class="col_heading level1 col7" >algorithm</th>
+      <th id="T_7c996_level1_col8" class="col_heading level1 col8" >qps</th>
     </tr>
   </thead>
   <tbody>
     <tr>
-      <td id="T_f1f4d_row0_col0" class="data row0 col0" >1</td>
-      <td id="T_f1f4d_row0_col1" class="data row0 col1" ><a href="latitude/commands/filter__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_f1f4d_row0_col2" class="data row0 col2" >               213.3K</td>
-      <td id="T_f1f4d_row0_col3" class="data row0 col3" >1</td>
-      <td id="T_f1f4d_row0_col4" class="data row0 col4" ><a href="latitude/commands/sparse__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_f1f4d_row0_col5" class="data row0 col5" >                34.8K</td>
-      <td id="T_f1f4d_row0_col6" class="data row0 col6" >1</td>
-      <td id="T_f1f4d_row0_col7" class="data row0 col7" ><a href="latitude/commands/ood__pinecone-ood.sh"><div style="height:100%;width:100%">pinecone-ood</div></a></td>
-      <td id="T_f1f4d_row0_col8" class="data row0 col8" >                76.9K</td>
+      <td id="T_7c996_row0_col0" class="data row0 col0" >1</td>
+      <td id="T_7c996_row0_col1" class="data row0 col1" ><a href="latitude/commands/filter__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_7c996_row0_col2" class="data row0 col2" >               213.3K</td>
+      <td id="T_7c996_row0_col3" class="data row0 col3" >1</td>
+      <td id="T_7c996_row0_col4" class="data row0 col4" ><a href="latitude/commands/sparse__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_7c996_row0_col5" class="data row0 col5" >                34.8K</td>
+      <td id="T_7c996_row0_col6" class="data row0 col6" >1</td>
+      <td id="T_7c996_row0_col7" class="data row0 col7" ><a href="latitude/commands/ood__pinecone-ood.sh"><div style="height:100%;width:100%">pinecone-ood</div></a></td>
+      <td id="T_7c996_row0_col8" class="data row0 col8" >                76.9K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row1_col0" class="data row1 col0" >2</td>
-      <td id="T_f1f4d_row1_col1" class="data row1 col1" ><a href="latitude/commands/filter__pinecone.sh"><div style="height:100%;width:100%">pinecone</div></a></td>
-      <td id="T_f1f4d_row1_col2" class="data row1 col2" >               146.7K</td>
-      <td id="T_f1f4d_row1_col3" class="data row1 col3" >2</td>
-      <td id="T_f1f4d_row1_col4" class="data row1 col4" ><a href="latitude/commands/sparse__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_f1f4d_row1_col5" class="data row1 col5" >                26.9K</td>
-      <td id="T_f1f4d_row1_col6" class="data row1 col6" >2</td>
-      <td id="T_f1f4d_row1_col7" class="data row1 col7" ><a href="latitude/commands/ood__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_f1f4d_row1_col8" class="data row1 col8" >                73.5K</td>
+      <td id="T_7c996_row1_col0" class="data row1 col0" >2</td>
+      <td id="T_7c996_row1_col1" class="data row1 col1" ><a href="latitude/commands/filter__pinecone.sh"><div style="height:100%;width:100%">pinecone</div></a></td>
+      <td id="T_7c996_row1_col2" class="data row1 col2" >               146.7K</td>
+      <td id="T_7c996_row1_col3" class="data row1 col3" >2</td>
+      <td id="T_7c996_row1_col4" class="data row1 col4" ><a href="latitude/commands/sparse__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_7c996_row1_col5" class="data row1 col5" >                26.9K</td>
+      <td id="T_7c996_row1_col6" class="data row1 col6" >2</td>
+      <td id="T_7c996_row1_col7" class="data row1 col7" ><a href="latitude/commands/ood__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_7c996_row1_col8" class="data row1 col8" >                73.5K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row2_col0" class="data row2 col0" >3</td>
-      <td id="T_f1f4d_row2_col1" class="data row2 col1" ><a href="latitude/commands/filter__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
-      <td id="T_f1f4d_row2_col2" class="data row2 col2" >                62.3K</td>
-      <td id="T_f1f4d_row2_col3" class="data row2 col3" >3</td>
-      <td id="T_f1f4d_row2_col4" class="data row2 col4" ><a href="latitude/commands/sparse__pinecone_smips.sh"><div style="height:100%;width:100%">pinecone_smips</div></a></td>
-      <td id="T_f1f4d_row2_col5" class="data row2 col5" >                12.0K</td>
-      <td id="T_f1f4d_row2_col6" class="data row2 col6" >3</td>
-      <td id="T_f1f4d_row2_col7" class="data row2 col7" ><a href="latitude/commands/ood__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_f1f4d_row2_col8" class="data row2 col8" >                55.5K</td>
+      <td id="T_7c996_row2_col0" class="data row2 col0" >3</td>
+      <td id="T_7c996_row2_col1" class="data row2 col1" ><a href="latitude/commands/filter__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
+      <td id="T_7c996_row2_col2" class="data row2 col2" >                62.3K</td>
+      <td id="T_7c996_row2_col3" class="data row2 col3" >3</td>
+      <td id="T_7c996_row2_col4" class="data row2 col4" ><a href="latitude/commands/sparse__pinecone_smips.sh"><div style="height:100%;width:100%">pinecone_smips</div></a></td>
+      <td id="T_7c996_row2_col5" class="data row2 col5" >                12.0K</td>
+      <td id="T_7c996_row2_col6" class="data row2 col6" >3</td>
+      <td id="T_7c996_row2_col7" class="data row2 col7" ><a href="latitude/commands/ood__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_7c996_row2_col8" class="data row2 col8" >                55.5K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row3_col0" class="data row3 col0" >4</td>
-      <td id="T_f1f4d_row3_col1" class="data row3 col1" ><a href="latitude/commands/filter__parlayivf.sh"><div style="height:100%;width:100%">parlayivf</div></a></td>
-      <td id="T_f1f4d_row3_col2" class="data row3 col2" >                55.0K</td>
-      <td id="T_f1f4d_row3_col3" class="data row3 col3" >4</td>
-      <td id="T_f1f4d_row3_col4" class="data row3 col4" ><a href="latitude/commands/sparse__shnsw.sh"><div style="height:100%;width:100%">shnsw</div></a></td>
-      <td id="T_f1f4d_row3_col5" class="data row3 col5" >                 8.2K</td>
-      <td id="T_f1f4d_row3_col6" class="data row3 col6" >4</td>
-      <td id="T_f1f4d_row3_col7" class="data row3 col7" ><a href="latitude/commands/ood__scann.sh"><div style="height:100%;width:100%">scann</div></a></td>
-      <td id="T_f1f4d_row3_col8" class="data row3 col8" >                32.3K</td>
+      <td id="T_7c996_row3_col0" class="data row3 col0" >4</td>
+      <td id="T_7c996_row3_col1" class="data row3 col1" ><a href="latitude/commands/filter__parlayivf.sh"><div style="height:100%;width:100%">parlayivf</div></a></td>
+      <td id="T_7c996_row3_col2" class="data row3 col2" >                55.0K</td>
+      <td id="T_7c996_row3_col3" class="data row3 col3" >4</td>
+      <td id="T_7c996_row3_col4" class="data row3 col4" ><a href="latitude/commands/sparse__shnsw.sh"><div style="height:100%;width:100%">shnsw</div></a></td>
+      <td id="T_7c996_row3_col5" class="data row3 col5" >                 8.2K</td>
+      <td id="T_7c996_row3_col6" class="data row3 col6" >4</td>
+      <td id="T_7c996_row3_col7" class="data row3 col7" ><a href="latitude/commands/ood__scann.sh"><div style="height:100%;width:100%">scann</div></a></td>
+      <td id="T_7c996_row3_col8" class="data row3 col8" >                32.3K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row4_col0" class="data row4 col0" >5</td>
-      <td id="T_f1f4d_row4_col1" class="data row4 col1" ><a href="latitude/commands/filter__wm_filter.sh"><div style="height:100%;width:100%">wm_filter</div></a></td>
-      <td id="T_f1f4d_row4_col2" class="data row4 col2" >                20.9K</td>
-      <td id="T_f1f4d_row4_col3" class="data row4 col3" >5</td>
-      <td id="T_f1f4d_row4_col4" class="data row4 col4" ><a href="latitude/commands/sparse__nle.sh"><div style="height:100%;width:100%">nle</div></a></td>
-      <td id="T_f1f4d_row4_col5" class="data row4 col5" >                 2.9K</td>
-      <td id="T_f1f4d_row4_col6" class="data row4 col6" >5</td>
-      <td id="T_f1f4d_row4_col7" class="data row4 col7" ><a href="latitude/commands/ood__sustech-ood.sh"><div style="height:100%;width:100%">sustech-ood</div></a></td>
-      <td id="T_f1f4d_row4_col8" class="data row4 col8" >                28.5K</td>
+      <td id="T_7c996_row4_col0" class="data row4 col0" >5</td>
+      <td id="T_7c996_row4_col1" class="data row4 col1" ><a href="latitude/commands/filter__wm_filter.sh"><div style="height:100%;width:100%">wm_filter</div></a></td>
+      <td id="T_7c996_row4_col2" class="data row4 col2" >                20.9K</td>
+      <td id="T_7c996_row4_col3" class="data row4 col3" >5</td>
+      <td id="T_7c996_row4_col4" class="data row4 col4" ><a href="latitude/commands/sparse__nle.sh"><div style="height:100%;width:100%">nle</div></a></td>
+      <td id="T_7c996_row4_col5" class="data row4 col5" >                 2.9K</td>
+      <td id="T_7c996_row4_col6" class="data row4 col6" >5</td>
+      <td id="T_7c996_row4_col7" class="data row4 col7" ><a href="latitude/commands/ood__sustech-ood.sh"><div style="height:100%;width:100%">sustech-ood</div></a></td>
+      <td id="T_7c996_row4_col8" class="data row4 col8" >                28.5K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row5_col0" class="data row5 col0" >6</td>
-      <td id="T_f1f4d_row5_col1" class="data row5 col1" ><a href="latitude/commands/filter__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_f1f4d_row5_col2" class="data row5 col2" >                 9.0K</td>
-      <td id="T_f1f4d_row5_col3" class="data row5 col3" >6</td>
-      <td id="T_f1f4d_row5_col4" class="data row5 col4" ><a href="latitude/commands/sparse__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_f1f4d_row5_col5" class="data row5 col5" >                 0.1K</td>
-      <td id="T_f1f4d_row5_col6" class="data row5 col6" >6</td>
-      <td id="T_f1f4d_row5_col7" class="data row5 col7" ><a href="latitude/commands/ood__mysteryann-dif.sh"><div style="height:100%;width:100%">mysteryann-dif</div></a></td>
-      <td id="T_f1f4d_row5_col8" class="data row5 col8" >                27.9K</td>
+      <td id="T_7c996_row5_col0" class="data row5 col0" >6</td>
+      <td id="T_7c996_row5_col1" class="data row5 col1" ><a href="latitude/commands/filter__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_7c996_row5_col2" class="data row5 col2" >                 9.0K</td>
+      <td id="T_7c996_row5_col3" class="data row5 col3" >6</td>
+      <td id="T_7c996_row5_col4" class="data row5 col4" ><a href="latitude/commands/sparse__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_7c996_row5_col5" class="data row5 col5" >                 0.1K</td>
+      <td id="T_7c996_row5_col6" class="data row5 col6" >6</td>
+      <td id="T_7c996_row5_col7" class="data row5 col7" ><a href="latitude/commands/ood__mysteryann-dif.sh"><div style="height:100%;width:100%">mysteryann-dif</div></a></td>
+      <td id="T_7c996_row5_col8" class="data row5 col8" >                27.9K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row6_col0" class="data row6 col0" >7</td>
-      <td id="T_f1f4d_row6_col1" class="data row6 col1" ><a href="latitude/commands/filter__faissplus.sh"><div style="height:100%;width:100%">faissplus</div></a></td>
-      <td id="T_f1f4d_row6_col2" class="data row6 col2" >                 8.5K</td>
-      <td id="T_f1f4d_row6_col3" class="data row6 col3" >7</td>
-      <td id="T_f1f4d_row6_col4" class="data row6 col4" ><a href="latitude/commands/sparse__linscan.sh"><div style="height:100%;width:100%">linscan</div></a></td>
-      <td id="T_f1f4d_row6_col5" class="data row6 col5" >                 0.1K</td>
-      <td id="T_f1f4d_row6_col6" class="data row6 col6" >7</td>
-      <td id="T_f1f4d_row6_col7" class="data row6 col7" ><a href="latitude/commands/ood__mysteryann.sh"><div style="height:100%;width:100%">mysteryann</div></a></td>
-      <td id="T_f1f4d_row6_col8" class="data row6 col8" >                26.6K</td>
+      <td id="T_7c996_row6_col0" class="data row6 col0" >7</td>
+      <td id="T_7c996_row6_col1" class="data row6 col1" ><a href="latitude/commands/filter__faissplus.sh"><div style="height:100%;width:100%">faissplus</div></a></td>
+      <td id="T_7c996_row6_col2" class="data row6 col2" >                 8.5K</td>
+      <td id="T_7c996_row6_col3" class="data row6 col3" >7</td>
+      <td id="T_7c996_row6_col4" class="data row6 col4" ><a href="latitude/commands/sparse__linscan.sh"><div style="height:100%;width:100%">linscan</div></a></td>
+      <td id="T_7c996_row6_col5" class="data row6 col5" >                 0.1K</td>
+      <td id="T_7c996_row6_col6" class="data row6 col6" >7</td>
+      <td id="T_7c996_row6_col7" class="data row6 col7" ><a href="latitude/commands/ood__mysteryann.sh"><div style="height:100%;width:100%">mysteryann</div></a></td>
+      <td id="T_7c996_row6_col8" class="data row6 col8" >                26.6K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row7_col0" class="data row7 col0" >8</td>
-      <td id="T_f1f4d_row7_col1" class="data row7 col1" ><a href="latitude/commands/filter__faiss.sh"><div style="height:100%;width:100%">faiss</div></a></td>
-      <td id="T_f1f4d_row7_col2" class="data row7 col2" >                 7.3K</td>
-      <td id="T_f1f4d_row7_col3" class="data row7 col3" ><NA></td>
-      <td id="T_f1f4d_row7_col4" class="data row7 col4" ><a href="latitude/commands/sparse__sustech-whu.sh"><div style="height:100%;width:100%">sustech-whu</div></a></td>
-      <td id="T_f1f4d_row7_col5" class="data row7 col5" ></td>
-      <td id="T_f1f4d_row7_col6" class="data row7 col6" >8</td>
-      <td id="T_f1f4d_row7_col7" class="data row7 col7" ><a href="latitude/commands/ood__vamana.sh"><div style="height:100%;width:100%">vamana</div></a></td>
-      <td id="T_f1f4d_row7_col8" class="data row7 col8" >                20.0K</td>
+      <td id="T_7c996_row7_col0" class="data row7 col0" >8</td>
+      <td id="T_7c996_row7_col1" class="data row7 col1" ><a href="latitude/commands/filter__faiss.sh"><div style="height:100%;width:100%">faiss</div></a></td>
+      <td id="T_7c996_row7_col2" class="data row7 col2" >                 7.3K</td>
+      <td id="T_7c996_row7_col3" class="data row7 col3" ><NA></td>
+      <td id="T_7c996_row7_col4" class="data row7 col4" ><a href="latitude/commands/sparse__sustech-whu.sh"><div style="height:100%;width:100%">sustech-whu</div></a></td>
+      <td id="T_7c996_row7_col5" class="data row7 col5" ></td>
+      <td id="T_7c996_row7_col6" class="data row7 col6" >8</td>
+      <td id="T_7c996_row7_col7" class="data row7 col7" ><a href="latitude/commands/ood__vamana.sh"><div style="height:100%;width:100%">vamana</div></a></td>
+      <td id="T_7c996_row7_col8" class="data row7 col8" >                20.0K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row8_col0" class="data row8 col0" >9</td>
-      <td id="T_f1f4d_row8_col1" class="data row8 col1" ><a href="latitude/commands/filter__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_f1f4d_row8_col2" class="data row8 col2" >                 6.3K</td>
-      <td id="T_f1f4d_row8_col3" class="data row8 col3" ><NA></td>
-      <td id="T_f1f4d_row8_col4" class="data row8 col4" ><a href="latitude/commands/sparse__spmat.sh"><div style="height:100%;width:100%">spmat</div></a></td>
-      <td id="T_f1f4d_row8_col5" class="data row8 col5" ></td>
-      <td id="T_f1f4d_row8_col6" class="data row8 col6" >9</td>
-      <td id="T_f1f4d_row8_col7" class="data row8 col7" ><a href="latitude/commands/ood__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
-      <td id="T_f1f4d_row8_col8" class="data row8 col8" >                19.0K</td>
+      <td id="T_7c996_row8_col0" class="data row8 col0" >9</td>
+      <td id="T_7c996_row8_col1" class="data row8 col1" ><a href="latitude/commands/filter__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_7c996_row8_col2" class="data row8 col2" >                 6.3K</td>
+      <td id="T_7c996_row8_col3" class="data row8 col3" ><NA></td>
+      <td id="T_7c996_row8_col4" class="data row8 col4" ><a href="latitude/commands/sparse__spmat.sh"><div style="height:100%;width:100%">spmat</div></a></td>
+      <td id="T_7c996_row8_col5" class="data row8 col5" ></td>
+      <td id="T_7c996_row8_col6" class="data row8 col6" >9</td>
+      <td id="T_7c996_row8_col7" class="data row8 col7" ><a href="latitude/commands/ood__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
+      <td id="T_7c996_row8_col8" class="data row8 col8" >                19.0K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row9_col0" class="data row9 col0" ><NA></td>
-      <td id="T_f1f4d_row9_col1" class="data row9 col1" ><a href="latitude/commands/filter__hwtl_sdu_anns_filter.sh"><div style="height:100%;width:100%">hwtl_sdu_anns_filter</div></a></td>
-      <td id="T_f1f4d_row9_col2" class="data row9 col2" ></td>
-      <td id="T_f1f4d_row9_col3" class="data row9 col3" ><NA></td>
-      <td id="T_f1f4d_row9_col4" class="data row9 col4" ></td>
-      <td id="T_f1f4d_row9_col5" class="data row9 col5" ></td>
-      <td id="T_f1f4d_row9_col6" class="data row9 col6" >10</td>
-      <td id="T_f1f4d_row9_col7" class="data row9 col7" ><a href="latitude/commands/ood__ngt.sh"><div style="height:100%;width:100%">ngt</div></a></td>
-      <td id="T_f1f4d_row9_col8" class="data row9 col8" >                11.9K</td>
+      <td id="T_7c996_row9_col0" class="data row9 col0" ><NA></td>
+      <td id="T_7c996_row9_col1" class="data row9 col1" ><a href="latitude/commands/filter__dhq.sh"><div style="height:100%;width:100%">dhq</div></a></td>
+      <td id="T_7c996_row9_col2" class="data row9 col2" ></td>
+      <td id="T_7c996_row9_col3" class="data row9 col3" ><NA></td>
+      <td id="T_7c996_row9_col4" class="data row9 col4" ></td>
+      <td id="T_7c996_row9_col5" class="data row9 col5" ></td>
+      <td id="T_7c996_row9_col6" class="data row9 col6" >10</td>
+      <td id="T_7c996_row9_col7" class="data row9 col7" ><a href="latitude/commands/ood__ngt.sh"><div style="height:100%;width:100%">ngt</div></a></td>
+      <td id="T_7c996_row9_col8" class="data row9 col8" >                11.9K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row10_col0" class="data row10 col0" ><NA></td>
-      <td id="T_f1f4d_row10_col1" class="data row10 col1" ><a href="latitude/commands/filter__fdufilterdiskann.sh"><div style="height:100%;width:100%">fdufilterdiskann</div></a></td>
-      <td id="T_f1f4d_row10_col2" class="data row10 col2" ></td>
-      <td id="T_f1f4d_row10_col3" class="data row10 col3" ><NA></td>
-      <td id="T_f1f4d_row10_col4" class="data row10 col4" ></td>
-      <td id="T_f1f4d_row10_col5" class="data row10 col5" ></td>
-      <td id="T_f1f4d_row10_col6" class="data row10 col6" >11</td>
-      <td id="T_f1f4d_row10_col7" class="data row10 col7" ><a href="latitude/commands/ood__epsearch.sh"><div style="height:100%;width:100%">epsearch</div></a></td>
-      <td id="T_f1f4d_row10_col8" class="data row10 col8" >                 7.7K</td>
+      <td id="T_7c996_row10_col0" class="data row10 col0" ><NA></td>
+      <td id="T_7c996_row10_col1" class="data row10 col1" ><a href="latitude/commands/filter__fdufilterdiskann.sh"><div style="height:100%;width:100%">fdufilterdiskann</div></a></td>
+      <td id="T_7c996_row10_col2" class="data row10 col2" ></td>
+      <td id="T_7c996_row10_col3" class="data row10 col3" ><NA></td>
+      <td id="T_7c996_row10_col4" class="data row10 col4" ></td>
+      <td id="T_7c996_row10_col5" class="data row10 col5" ></td>
+      <td id="T_7c996_row10_col6" class="data row10 col6" >11</td>
+      <td id="T_7c996_row10_col7" class="data row10 col7" ><a href="latitude/commands/ood__epsearch.sh"><div style="height:100%;width:100%">epsearch</div></a></td>
+      <td id="T_7c996_row10_col8" class="data row10 col8" >                 7.7K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row11_col0" class="data row11 col0" ><NA></td>
-      <td id="T_f1f4d_row11_col1" class="data row11 col1" ><a href="latitude/commands/filter__dhq.sh"><div style="height:100%;width:100%">dhq</div></a></td>
-      <td id="T_f1f4d_row11_col2" class="data row11 col2" ></td>
-      <td id="T_f1f4d_row11_col3" class="data row11 col3" ><NA></td>
-      <td id="T_f1f4d_row11_col4" class="data row11 col4" ></td>
-      <td id="T_f1f4d_row11_col5" class="data row11 col5" ></td>
-      <td id="T_f1f4d_row11_col6" class="data row11 col6" >12</td>
-      <td id="T_f1f4d_row11_col7" class="data row11 col7" ><a href="latitude/commands/ood__diskann.sh"><div style="height:100%;width:100%">diskann</div></a></td>
-      <td id="T_f1f4d_row11_col8" class="data row11 col8" >                 6.4K</td>
+      <td id="T_7c996_row11_col0" class="data row11 col0" ><NA></td>
+      <td id="T_7c996_row11_col1" class="data row11 col1" ><a href="latitude/commands/filter__hwtl_sdu_anns_filter.sh"><div style="height:100%;width:100%">hwtl_sdu_anns_filter</div></a></td>
+      <td id="T_7c996_row11_col2" class="data row11 col2" ></td>
+      <td id="T_7c996_row11_col3" class="data row11 col3" ><NA></td>
+      <td id="T_7c996_row11_col4" class="data row11 col4" ></td>
+      <td id="T_7c996_row11_col5" class="data row11 col5" ></td>
+      <td id="T_7c996_row11_col6" class="data row11 col6" >12</td>
+      <td id="T_7c996_row11_col7" class="data row11 col7" ><a href="latitude/commands/ood__diskann.sh"><div style="height:100%;width:100%">diskann</div></a></td>
+      <td id="T_7c996_row11_col8" class="data row11 col8" >                 6.4K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row12_col0" class="data row12 col0" ><NA></td>
-      <td id="T_f1f4d_row12_col1" class="data row12 col1" ></td>
-      <td id="T_f1f4d_row12_col2" class="data row12 col2" ></td>
-      <td id="T_f1f4d_row12_col3" class="data row12 col3" ><NA></td>
-      <td id="T_f1f4d_row12_col4" class="data row12 col4" ></td>
-      <td id="T_f1f4d_row12_col5" class="data row12 col5" ></td>
-      <td id="T_f1f4d_row12_col6" class="data row12 col6" >13</td>
-      <td id="T_f1f4d_row12_col7" class="data row12 col7" ><a href="latitude/commands/ood__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_f1f4d_row12_col8" class="data row12 col8" >                 5.4K</td>
+      <td id="T_7c996_row12_col0" class="data row12 col0" ><NA></td>
+      <td id="T_7c996_row12_col1" class="data row12 col1" ></td>
+      <td id="T_7c996_row12_col2" class="data row12 col2" ></td>
+      <td id="T_7c996_row12_col3" class="data row12 col3" ><NA></td>
+      <td id="T_7c996_row12_col4" class="data row12 col4" ></td>
+      <td id="T_7c996_row12_col5" class="data row12 col5" ></td>
+      <td id="T_7c996_row12_col6" class="data row12 col6" >13</td>
+      <td id="T_7c996_row12_col7" class="data row12 col7" ><a href="latitude/commands/ood__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_7c996_row12_col8" class="data row12 col8" >                 5.4K</td>
     </tr>
     <tr>
-      <td id="T_f1f4d_row13_col0" class="data row13 col0" ><NA></td>
-      <td id="T_f1f4d_row13_col1" class="data row13 col1" ></td>
-      <td id="T_f1f4d_row13_col2" class="data row13 col2" ></td>
-      <td id="T_f1f4d_row13_col3" class="data row13 col3" ><NA></td>
-      <td id="T_f1f4d_row13_col4" class="data row13 col4" ></td>
-      <td id="T_f1f4d_row13_col5" class="data row13 col5" ></td>
-      <td id="T_f1f4d_row13_col6" class="data row13 col6" ><NA></td>
-      <td id="T_f1f4d_row13_col7" class="data row13 col7" ><a href="latitude/commands/ood__puck-fizz.sh"><div style="height:100%;width:100%">puck-fizz</div></a></td>
-      <td id="T_f1f4d_row13_col8" class="data row13 col8" ></td>
+      <td id="T_7c996_row13_col0" class="data row13 col0" ><NA></td>
+      <td id="T_7c996_row13_col1" class="data row13 col1" ></td>
+      <td id="T_7c996_row13_col2" class="data row13 col2" ></td>
+      <td id="T_7c996_row13_col3" class="data row13 col3" ><NA></td>
+      <td id="T_7c996_row13_col4" class="data row13 col4" ></td>
+      <td id="T_7c996_row13_col5" class="data row13 col5" ></td>
+      <td id="T_7c996_row13_col6" class="data row13 col6" ><NA></td>
+      <td id="T_7c996_row13_col7" class="data row13 col7" ><a href="latitude/commands/ood__puck-fizz.sh"><div style="height:100%;width:100%">puck-fizz</div></a></td>
+      <td id="T_7c996_row13_col8" class="data row13 col8" ></td>
     </tr>
   </tbody>
 </table>
diff --git a/neurips23/latitude/analysis.ipynb b/neurips23/latitude/analysis.ipynb
index 12eca1ca..786b5580 100644
--- a/neurips23/latitude/analysis.ipynb
+++ b/neurips23/latitude/analysis.ipynb
@@ -268,7 +268,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>hwtl_sdu_anns_filter</td>\n",
+       "      <td>dhq</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>error</td>\n",
@@ -278,7 +278,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>dhq</td>\n",
+       "      <td>fdufilterdiskann</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>error</td>\n",
@@ -288,7 +288,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>fdufilterdiskann</td>\n",
+       "      <td>hwtl_sdu_anns_filter</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>error</td>\n",
@@ -541,9 +541,9 @@
        "6              faissplus    8.49       0.91     ok     7  filter   \n",
        "7                  faiss    7.33       0.99     ok     8  filter   \n",
        "8                   cufe    6.32       0.94     ok     9  filter   \n",
-       "9   hwtl_sdu_anns_filter     NaN        NaN  error    10  filter   \n",
-       "10                   dhq     NaN        NaN  error    11  filter   \n",
-       "11      fdufilterdiskann     NaN        NaN  error    12  filter   \n",
+       "9                    dhq     NaN        NaN  error    10  filter   \n",
+       "10      fdufilterdiskann     NaN        NaN  error    11  filter   \n",
+       "11  hwtl_sdu_anns_filter     NaN        NaN  error    12  filter   \n",
        "0           pinecone-ood   76.87       0.91     ok     1     ood   \n",
        "1                 zilliz   73.51       0.91     ok     2     ood   \n",
        "2                 pyanns   55.50       0.92     ok     3     ood   \n",
@@ -620,6 +620,485 @@
   {
    "cell_type": "code",
    "execution_count": 8,
+   "id": "fbc47e1b-a441-413a-8166-bb834a386cc3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>algorithm</th>\n",
+       "      <th>qps</th>\n",
+       "      <th>recall/ap</th>\n",
+       "      <th>status</th>\n",
+       "      <th>rank</th>\n",
+       "      <th>track</th>\n",
+       "      <th>dataset</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>zilliz</td>\n",
+       "      <td>34.76</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>1</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>pyanns</td>\n",
+       "      <td>26.86</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>2</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>pinecone_smips</td>\n",
+       "      <td>12.00</td>\n",
+       "      <td>0.90</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>3</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>shnsw</td>\n",
+       "      <td>8.25</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>4</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>nle</td>\n",
+       "      <td>2.95</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>5</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>cufe</td>\n",
+       "      <td>0.08</td>\n",
+       "      <td>0.99</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>6</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>linscan</td>\n",
+       "      <td>0.06</td>\n",
+       "      <td>0.98</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>7</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>sustech-whu</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>8</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>spmat</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>9</td>\n",
+       "      <td>sparse</td>\n",
+       "      <td>sparse-full</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>pinecone-ood</td>\n",
+       "      <td>76.87</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>zilliz</td>\n",
+       "      <td>73.51</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>2</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>pyanns</td>\n",
+       "      <td>55.50</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>3</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>scann</td>\n",
+       "      <td>32.26</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>4</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>sustech-ood</td>\n",
+       "      <td>28.46</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>5</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>mysteryann-dif</td>\n",
+       "      <td>27.95</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>6</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>mysteryann</td>\n",
+       "      <td>26.56</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>7</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>vamana</td>\n",
+       "      <td>19.97</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>8</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>puck</td>\n",
+       "      <td>18.96</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>9</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>ngt</td>\n",
+       "      <td>11.92</td>\n",
+       "      <td>0.95</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>10</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>epsearch</td>\n",
+       "      <td>7.66</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>11</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>diskann</td>\n",
+       "      <td>6.41</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>12</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>cufe</td>\n",
+       "      <td>5.40</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>13</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>puck-fizz</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>14</td>\n",
+       "      <td>ood</td>\n",
+       "      <td>text2image-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>zilliz</td>\n",
+       "      <td>213.29</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>1</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>pinecone</td>\n",
+       "      <td>146.72</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>2</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>puck</td>\n",
+       "      <td>62.26</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>3</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>parlayivf</td>\n",
+       "      <td>55.03</td>\n",
+       "      <td>0.95</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>4</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>wm_filter</td>\n",
+       "      <td>20.87</td>\n",
+       "      <td>0.92</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>5</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>pyanns</td>\n",
+       "      <td>8.99</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>6</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>faissplus</td>\n",
+       "      <td>8.49</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>7</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>faiss</td>\n",
+       "      <td>7.33</td>\n",
+       "      <td>0.99</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>8</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>cufe</td>\n",
+       "      <td>6.32</td>\n",
+       "      <td>0.94</td>\n",
+       "      <td>ok</td>\n",
+       "      <td>9</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>dhq</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>10</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>fdufilterdiskann</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>11</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>hwtl_sdu_anns_filter</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>error</td>\n",
+       "      <td>12</td>\n",
+       "      <td>filter</td>\n",
+       "      <td>yfcc-10M</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               algorithm     qps  recall/ap status  rank   track  \\\n",
+       "0                 zilliz   34.76       0.93     ok     1  sparse   \n",
+       "1                 pyanns   26.86       0.92     ok     2  sparse   \n",
+       "2         pinecone_smips   12.00       0.90     ok     3  sparse   \n",
+       "3                  shnsw    8.25       0.94     ok     4  sparse   \n",
+       "4                    nle    2.95       0.94     ok     5  sparse   \n",
+       "5                   cufe    0.08       0.99     ok     6  sparse   \n",
+       "6                linscan    0.06       0.98     ok     7  sparse   \n",
+       "7            sustech-whu     NaN        NaN  error     8  sparse   \n",
+       "8                  spmat     NaN        NaN  error     9  sparse   \n",
+       "0           pinecone-ood   76.87       0.91     ok     1     ood   \n",
+       "1                 zilliz   73.51       0.91     ok     2     ood   \n",
+       "2                 pyanns   55.50       0.92     ok     3     ood   \n",
+       "3                  scann   32.26       0.92     ok     4     ood   \n",
+       "4            sustech-ood   28.46       0.92     ok     5     ood   \n",
+       "5         mysteryann-dif   27.95       0.91     ok     6     ood   \n",
+       "6             mysteryann   26.56       0.91     ok     7     ood   \n",
+       "7                 vamana   19.97       0.94     ok     8     ood   \n",
+       "8                   puck   18.96       0.91     ok     9     ood   \n",
+       "9                    ngt   11.92       0.95     ok    10     ood   \n",
+       "10              epsearch    7.66       0.92     ok    11     ood   \n",
+       "11               diskann    6.41       0.91     ok    12     ood   \n",
+       "12                  cufe    5.40       0.91     ok    13     ood   \n",
+       "13             puck-fizz     NaN        NaN  error    14     ood   \n",
+       "0                 zilliz  213.29       0.93     ok     1  filter   \n",
+       "1               pinecone  146.72       0.92     ok     2  filter   \n",
+       "2                   puck   62.26       0.94     ok     3  filter   \n",
+       "3              parlayivf   55.03       0.95     ok     4  filter   \n",
+       "4              wm_filter   20.87       0.92     ok     5  filter   \n",
+       "5                 pyanns    8.99       0.91     ok     6  filter   \n",
+       "6              faissplus    8.49       0.91     ok     7  filter   \n",
+       "7                  faiss    7.33       0.99     ok     8  filter   \n",
+       "8                   cufe    6.32       0.94     ok     9  filter   \n",
+       "9                    dhq     NaN        NaN  error    10  filter   \n",
+       "10      fdufilterdiskann     NaN        NaN  error    11  filter   \n",
+       "11  hwtl_sdu_anns_filter     NaN        NaN  error    12  filter   \n",
+       "\n",
+       "           dataset  \n",
+       "0      sparse-full  \n",
+       "1      sparse-full  \n",
+       "2      sparse-full  \n",
+       "3      sparse-full  \n",
+       "4      sparse-full  \n",
+       "5      sparse-full  \n",
+       "6      sparse-full  \n",
+       "7      sparse-full  \n",
+       "8      sparse-full  \n",
+       "0   text2image-10M  \n",
+       "1   text2image-10M  \n",
+       "2   text2image-10M  \n",
+       "3   text2image-10M  \n",
+       "4   text2image-10M  \n",
+       "5   text2image-10M  \n",
+       "6   text2image-10M  \n",
+       "7   text2image-10M  \n",
+       "8   text2image-10M  \n",
+       "9   text2image-10M  \n",
+       "10  text2image-10M  \n",
+       "11  text2image-10M  \n",
+       "12  text2image-10M  \n",
+       "13  text2image-10M  \n",
+       "0         yfcc-10M  \n",
+       "1         yfcc-10M  \n",
+       "2         yfcc-10M  \n",
+       "3         yfcc-10M  \n",
+       "4         yfcc-10M  \n",
+       "5         yfcc-10M  \n",
+       "6         yfcc-10M  \n",
+       "7         yfcc-10M  \n",
+       "8         yfcc-10M  \n",
+       "9         yfcc-10M  \n",
+       "10        yfcc-10M  \n",
+       "11        yfcc-10M  "
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# do a quick sanity check on rankings\n",
+    "\n",
+    "sanity_df = master_df.sort_values(['track','qps'],ascending=False)\n",
+    "sanity_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
    "id": "c90fba89-728a-4f54-bb80-95834bd33005",
    "metadata": {},
    "outputs": [],
@@ -635,7 +1114,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "f4e617b4-112b-45e1-bc3b-2692d980d19f",
    "metadata": {},
    "outputs": [],
@@ -650,7 +1129,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "8d2653b4-f070-4761-8b5e-9a9fa03f19cc",
    "metadata": {},
    "outputs": [],
@@ -663,7 +1142,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "d0accb53-c34b-418e-85a4-253c46cdb90b",
    "metadata": {},
    "outputs": [],
@@ -686,7 +1165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "5cee1395-0e41-4ba4-b586-f9c4b56a9024",
    "metadata": {},
    "outputs": [
@@ -695,25 +1174,25 @@
       "text/html": [
        "<style type=\"text/css\">\n",
        "</style>\n",
-       "<table id=\"T_b73ee\">\n",
+       "<table id=\"T_7c996\">\n",
        "  <thead>\n",
        "    <tr>\n",
        "      <th class=\"index_name level0\" >track</th>\n",
-       "      <th id=\"T_b73ee_level0_col0\" class=\"col_heading level0 col0\" colspan=\"3\">filter</th>\n",
-       "      <th id=\"T_b73ee_level0_col3\" class=\"col_heading level0 col3\" colspan=\"3\">sparse</th>\n",
-       "      <th id=\"T_b73ee_level0_col6\" class=\"col_heading level0 col6\" colspan=\"3\">ood</th>\n",
+       "      <th id=\"T_7c996_level0_col0\" class=\"col_heading level0 col0\" colspan=\"3\">filter</th>\n",
+       "      <th id=\"T_7c996_level0_col3\" class=\"col_heading level0 col3\" colspan=\"3\">sparse</th>\n",
+       "      <th id=\"T_7c996_level0_col6\" class=\"col_heading level0 col6\" colspan=\"3\">ood</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th class=\"blank level1\" >&nbsp;</th>\n",
-       "      <th id=\"T_b73ee_level1_col0\" class=\"col_heading level1 col0\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col1\" class=\"col_heading level1 col1\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col2\" class=\"col_heading level1 col2\" >qps</th>\n",
-       "      <th id=\"T_b73ee_level1_col3\" class=\"col_heading level1 col3\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col4\" class=\"col_heading level1 col4\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col5\" class=\"col_heading level1 col5\" >qps</th>\n",
-       "      <th id=\"T_b73ee_level1_col6\" class=\"col_heading level1 col6\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col7\" class=\"col_heading level1 col7\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col8\" class=\"col_heading level1 col8\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col0\" class=\"col_heading level1 col0\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col1\" class=\"col_heading level1 col1\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col2\" class=\"col_heading level1 col2\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col3\" class=\"col_heading level1 col3\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col4\" class=\"col_heading level1 col4\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col5\" class=\"col_heading level1 col5\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col6\" class=\"col_heading level1 col6\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col7\" class=\"col_heading level1 col7\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col8\" class=\"col_heading level1 col8\" >qps</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th class=\"index_name level0\" >rank</th>\n",
@@ -730,181 +1209,181 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row0\" class=\"row_heading level0 row0\" >1</th>\n",
-       "      <td id=\"T_b73ee_row0_col0\" class=\"data row0 col0\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col1\" class=\"data row0 col1\" >zilliz</td>\n",
-       "      <td id=\"T_b73ee_row0_col2\" class=\"data row0 col2\" >213.285059</td>\n",
-       "      <td id=\"T_b73ee_row0_col3\" class=\"data row0 col3\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col4\" class=\"data row0 col4\" >zilliz</td>\n",
-       "      <td id=\"T_b73ee_row0_col5\" class=\"data row0 col5\" >34.759976</td>\n",
-       "      <td id=\"T_b73ee_row0_col6\" class=\"data row0 col6\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col7\" class=\"data row0 col7\" >pinecone-ood</td>\n",
-       "      <td id=\"T_b73ee_row0_col8\" class=\"data row0 col8\" >76.865423</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row1\" class=\"row_heading level0 row1\" >2</th>\n",
-       "      <td id=\"T_b73ee_row1_col0\" class=\"data row1 col0\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col1\" class=\"data row1 col1\" >pinecone</td>\n",
-       "      <td id=\"T_b73ee_row1_col2\" class=\"data row1 col2\" >146.721242</td>\n",
-       "      <td id=\"T_b73ee_row1_col3\" class=\"data row1 col3\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col4\" class=\"data row1 col4\" >pyanns</td>\n",
-       "      <td id=\"T_b73ee_row1_col5\" class=\"data row1 col5\" >26.858519</td>\n",
-       "      <td id=\"T_b73ee_row1_col6\" class=\"data row1 col6\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col7\" class=\"data row1 col7\" >zilliz</td>\n",
-       "      <td id=\"T_b73ee_row1_col8\" class=\"data row1 col8\" >73.509610</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row2\" class=\"row_heading level0 row2\" >3</th>\n",
-       "      <td id=\"T_b73ee_row2_col0\" class=\"data row2 col0\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col1\" class=\"data row2 col1\" >puck</td>\n",
-       "      <td id=\"T_b73ee_row2_col2\" class=\"data row2 col2\" >62.257695</td>\n",
-       "      <td id=\"T_b73ee_row2_col3\" class=\"data row2 col3\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col4\" class=\"data row2 col4\" >pinecone_smips</td>\n",
-       "      <td id=\"T_b73ee_row2_col5\" class=\"data row2 col5\" >12.003182</td>\n",
-       "      <td id=\"T_b73ee_row2_col6\" class=\"data row2 col6\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col7\" class=\"data row2 col7\" >pyanns</td>\n",
-       "      <td id=\"T_b73ee_row2_col8\" class=\"data row2 col8\" >55.504352</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row3\" class=\"row_heading level0 row3\" >4</th>\n",
-       "      <td id=\"T_b73ee_row3_col0\" class=\"data row3 col0\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col1\" class=\"data row3 col1\" >parlayivf</td>\n",
-       "      <td id=\"T_b73ee_row3_col2\" class=\"data row3 col2\" >55.033198</td>\n",
-       "      <td id=\"T_b73ee_row3_col3\" class=\"data row3 col3\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col4\" class=\"data row3 col4\" >shnsw</td>\n",
-       "      <td id=\"T_b73ee_row3_col5\" class=\"data row3 col5\" >8.247277</td>\n",
-       "      <td id=\"T_b73ee_row3_col6\" class=\"data row3 col6\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col7\" class=\"data row3 col7\" >scann</td>\n",
-       "      <td id=\"T_b73ee_row3_col8\" class=\"data row3 col8\" >32.256046</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row4\" class=\"row_heading level0 row4\" >5</th>\n",
-       "      <td id=\"T_b73ee_row4_col0\" class=\"data row4 col0\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col1\" class=\"data row4 col1\" >wm_filter</td>\n",
-       "      <td id=\"T_b73ee_row4_col2\" class=\"data row4 col2\" >20.874857</td>\n",
-       "      <td id=\"T_b73ee_row4_col3\" class=\"data row4 col3\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col4\" class=\"data row4 col4\" >nle</td>\n",
-       "      <td id=\"T_b73ee_row4_col5\" class=\"data row4 col5\" >2.945626</td>\n",
-       "      <td id=\"T_b73ee_row4_col6\" class=\"data row4 col6\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col7\" class=\"data row4 col7\" >sustech-ood</td>\n",
-       "      <td id=\"T_b73ee_row4_col8\" class=\"data row4 col8\" >28.458263</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row5\" class=\"row_heading level0 row5\" >6</th>\n",
-       "      <td id=\"T_b73ee_row5_col0\" class=\"data row5 col0\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col1\" class=\"data row5 col1\" >pyanns</td>\n",
-       "      <td id=\"T_b73ee_row5_col2\" class=\"data row5 col2\" >8.988022</td>\n",
-       "      <td id=\"T_b73ee_row5_col3\" class=\"data row5 col3\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col4\" class=\"data row5 col4\" >cufe</td>\n",
-       "      <td id=\"T_b73ee_row5_col5\" class=\"data row5 col5\" >0.084976</td>\n",
-       "      <td id=\"T_b73ee_row5_col6\" class=\"data row5 col6\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col7\" class=\"data row5 col7\" >mysteryann-dif</td>\n",
-       "      <td id=\"T_b73ee_row5_col8\" class=\"data row5 col8\" >27.946097</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row6\" class=\"row_heading level0 row6\" >7</th>\n",
-       "      <td id=\"T_b73ee_row6_col0\" class=\"data row6 col0\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col1\" class=\"data row6 col1\" >faissplus</td>\n",
-       "      <td id=\"T_b73ee_row6_col2\" class=\"data row6 col2\" >8.493264</td>\n",
-       "      <td id=\"T_b73ee_row6_col3\" class=\"data row6 col3\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col4\" class=\"data row6 col4\" >linscan</td>\n",
-       "      <td id=\"T_b73ee_row6_col5\" class=\"data row6 col5\" >0.060756</td>\n",
-       "      <td id=\"T_b73ee_row6_col6\" class=\"data row6 col6\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col7\" class=\"data row6 col7\" >mysteryann</td>\n",
-       "      <td id=\"T_b73ee_row6_col8\" class=\"data row6 col8\" >26.560867</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row7\" class=\"row_heading level0 row7\" >8</th>\n",
-       "      <td id=\"T_b73ee_row7_col0\" class=\"data row7 col0\" >8</td>\n",
-       "      <td id=\"T_b73ee_row7_col1\" class=\"data row7 col1\" >faiss</td>\n",
-       "      <td id=\"T_b73ee_row7_col2\" class=\"data row7 col2\" >7.327855</td>\n",
-       "      <td id=\"T_b73ee_row7_col3\" class=\"data row7 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row7_col4\" class=\"data row7 col4\" >sustech-whu</td>\n",
-       "      <td id=\"T_b73ee_row7_col5\" class=\"data row7 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row7_col6\" class=\"data row7 col6\" >8</td>\n",
-       "      <td id=\"T_b73ee_row7_col7\" class=\"data row7 col7\" >vamana</td>\n",
-       "      <td id=\"T_b73ee_row7_col8\" class=\"data row7 col8\" >19.965517</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row8\" class=\"row_heading level0 row8\" >9</th>\n",
-       "      <td id=\"T_b73ee_row8_col0\" class=\"data row8 col0\" >9</td>\n",
-       "      <td id=\"T_b73ee_row8_col1\" class=\"data row8 col1\" >cufe</td>\n",
-       "      <td id=\"T_b73ee_row8_col2\" class=\"data row8 col2\" >6.318462</td>\n",
-       "      <td id=\"T_b73ee_row8_col3\" class=\"data row8 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row8_col4\" class=\"data row8 col4\" >spmat</td>\n",
-       "      <td id=\"T_b73ee_row8_col5\" class=\"data row8 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row8_col6\" class=\"data row8 col6\" >9</td>\n",
-       "      <td id=\"T_b73ee_row8_col7\" class=\"data row8 col7\" >puck</td>\n",
-       "      <td id=\"T_b73ee_row8_col8\" class=\"data row8 col8\" >18.960224</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row9\" class=\"row_heading level0 row9\" >10</th>\n",
-       "      <td id=\"T_b73ee_row9_col0\" class=\"data row9 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row9_col1\" class=\"data row9 col1\" >hwtl_sdu_anns_filter</td>\n",
-       "      <td id=\"T_b73ee_row9_col2\" class=\"data row9 col2\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row9_col3\" class=\"data row9 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row9_col4\" class=\"data row9 col4\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row9_col5\" class=\"data row9 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row9_col6\" class=\"data row9 col6\" >10</td>\n",
-       "      <td id=\"T_b73ee_row9_col7\" class=\"data row9 col7\" >ngt</td>\n",
-       "      <td id=\"T_b73ee_row9_col8\" class=\"data row9 col8\" >11.921399</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row10\" class=\"row_heading level0 row10\" >11</th>\n",
-       "      <td id=\"T_b73ee_row10_col0\" class=\"data row10 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row10_col1\" class=\"data row10 col1\" >dhq</td>\n",
-       "      <td id=\"T_b73ee_row10_col2\" class=\"data row10 col2\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row10_col3\" class=\"data row10 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row10_col4\" class=\"data row10 col4\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row10_col5\" class=\"data row10 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row10_col6\" class=\"data row10 col6\" >11</td>\n",
-       "      <td id=\"T_b73ee_row10_col7\" class=\"data row10 col7\" >epsearch</td>\n",
-       "      <td id=\"T_b73ee_row10_col8\" class=\"data row10 col8\" >7.663219</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row11\" class=\"row_heading level0 row11\" >12</th>\n",
-       "      <td id=\"T_b73ee_row11_col0\" class=\"data row11 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row11_col1\" class=\"data row11 col1\" >fdufilterdiskann</td>\n",
-       "      <td id=\"T_b73ee_row11_col2\" class=\"data row11 col2\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row11_col3\" class=\"data row11 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row11_col4\" class=\"data row11 col4\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row11_col5\" class=\"data row11 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row11_col6\" class=\"data row11 col6\" >12</td>\n",
-       "      <td id=\"T_b73ee_row11_col7\" class=\"data row11 col7\" >diskann</td>\n",
-       "      <td id=\"T_b73ee_row11_col8\" class=\"data row11 col8\" >6.406821</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row12\" class=\"row_heading level0 row12\" >13</th>\n",
-       "      <td id=\"T_b73ee_row12_col0\" class=\"data row12 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row12_col1\" class=\"data row12 col1\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row12_col2\" class=\"data row12 col2\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row12_col3\" class=\"data row12 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row12_col4\" class=\"data row12 col4\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row12_col5\" class=\"data row12 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row12_col6\" class=\"data row12 col6\" >13</td>\n",
-       "      <td id=\"T_b73ee_row12_col7\" class=\"data row12 col7\" >cufe</td>\n",
-       "      <td id=\"T_b73ee_row12_col8\" class=\"data row12 col8\" >5.404492</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_row13\" class=\"row_heading level0 row13\" >14</th>\n",
-       "      <td id=\"T_b73ee_row13_col0\" class=\"data row13 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col1\" class=\"data row13 col1\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row13_col2\" class=\"data row13 col2\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row13_col3\" class=\"data row13 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col4\" class=\"data row13 col4\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row13_col5\" class=\"data row13 col5\" >nan</td>\n",
-       "      <td id=\"T_b73ee_row13_col6\" class=\"data row13 col6\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col7\" class=\"data row13 col7\" >puck-fizz</td>\n",
-       "      <td id=\"T_b73ee_row13_col8\" class=\"data row13 col8\" >nan</td>\n",
+       "      <th id=\"T_7c996_level0_row0\" class=\"row_heading level0 row0\" >1</th>\n",
+       "      <td id=\"T_7c996_row0_col0\" class=\"data row0 col0\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col1\" class=\"data row0 col1\" >zilliz</td>\n",
+       "      <td id=\"T_7c996_row0_col2\" class=\"data row0 col2\" >213.285059</td>\n",
+       "      <td id=\"T_7c996_row0_col3\" class=\"data row0 col3\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col4\" class=\"data row0 col4\" >zilliz</td>\n",
+       "      <td id=\"T_7c996_row0_col5\" class=\"data row0 col5\" >34.759976</td>\n",
+       "      <td id=\"T_7c996_row0_col6\" class=\"data row0 col6\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col7\" class=\"data row0 col7\" >pinecone-ood</td>\n",
+       "      <td id=\"T_7c996_row0_col8\" class=\"data row0 col8\" >76.865423</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row1\" class=\"row_heading level0 row1\" >2</th>\n",
+       "      <td id=\"T_7c996_row1_col0\" class=\"data row1 col0\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col1\" class=\"data row1 col1\" >pinecone</td>\n",
+       "      <td id=\"T_7c996_row1_col2\" class=\"data row1 col2\" >146.721242</td>\n",
+       "      <td id=\"T_7c996_row1_col3\" class=\"data row1 col3\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col4\" class=\"data row1 col4\" >pyanns</td>\n",
+       "      <td id=\"T_7c996_row1_col5\" class=\"data row1 col5\" >26.858519</td>\n",
+       "      <td id=\"T_7c996_row1_col6\" class=\"data row1 col6\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col7\" class=\"data row1 col7\" >zilliz</td>\n",
+       "      <td id=\"T_7c996_row1_col8\" class=\"data row1 col8\" >73.509610</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row2\" class=\"row_heading level0 row2\" >3</th>\n",
+       "      <td id=\"T_7c996_row2_col0\" class=\"data row2 col0\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col1\" class=\"data row2 col1\" >puck</td>\n",
+       "      <td id=\"T_7c996_row2_col2\" class=\"data row2 col2\" >62.257695</td>\n",
+       "      <td id=\"T_7c996_row2_col3\" class=\"data row2 col3\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col4\" class=\"data row2 col4\" >pinecone_smips</td>\n",
+       "      <td id=\"T_7c996_row2_col5\" class=\"data row2 col5\" >12.003182</td>\n",
+       "      <td id=\"T_7c996_row2_col6\" class=\"data row2 col6\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col7\" class=\"data row2 col7\" >pyanns</td>\n",
+       "      <td id=\"T_7c996_row2_col8\" class=\"data row2 col8\" >55.504352</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row3\" class=\"row_heading level0 row3\" >4</th>\n",
+       "      <td id=\"T_7c996_row3_col0\" class=\"data row3 col0\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col1\" class=\"data row3 col1\" >parlayivf</td>\n",
+       "      <td id=\"T_7c996_row3_col2\" class=\"data row3 col2\" >55.033198</td>\n",
+       "      <td id=\"T_7c996_row3_col3\" class=\"data row3 col3\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col4\" class=\"data row3 col4\" >shnsw</td>\n",
+       "      <td id=\"T_7c996_row3_col5\" class=\"data row3 col5\" >8.247277</td>\n",
+       "      <td id=\"T_7c996_row3_col6\" class=\"data row3 col6\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col7\" class=\"data row3 col7\" >scann</td>\n",
+       "      <td id=\"T_7c996_row3_col8\" class=\"data row3 col8\" >32.256046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row4\" class=\"row_heading level0 row4\" >5</th>\n",
+       "      <td id=\"T_7c996_row4_col0\" class=\"data row4 col0\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col1\" class=\"data row4 col1\" >wm_filter</td>\n",
+       "      <td id=\"T_7c996_row4_col2\" class=\"data row4 col2\" >20.874857</td>\n",
+       "      <td id=\"T_7c996_row4_col3\" class=\"data row4 col3\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col4\" class=\"data row4 col4\" >nle</td>\n",
+       "      <td id=\"T_7c996_row4_col5\" class=\"data row4 col5\" >2.945626</td>\n",
+       "      <td id=\"T_7c996_row4_col6\" class=\"data row4 col6\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col7\" class=\"data row4 col7\" >sustech-ood</td>\n",
+       "      <td id=\"T_7c996_row4_col8\" class=\"data row4 col8\" >28.458263</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row5\" class=\"row_heading level0 row5\" >6</th>\n",
+       "      <td id=\"T_7c996_row5_col0\" class=\"data row5 col0\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col1\" class=\"data row5 col1\" >pyanns</td>\n",
+       "      <td id=\"T_7c996_row5_col2\" class=\"data row5 col2\" >8.988022</td>\n",
+       "      <td id=\"T_7c996_row5_col3\" class=\"data row5 col3\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col4\" class=\"data row5 col4\" >cufe</td>\n",
+       "      <td id=\"T_7c996_row5_col5\" class=\"data row5 col5\" >0.084976</td>\n",
+       "      <td id=\"T_7c996_row5_col6\" class=\"data row5 col6\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col7\" class=\"data row5 col7\" >mysteryann-dif</td>\n",
+       "      <td id=\"T_7c996_row5_col8\" class=\"data row5 col8\" >27.946097</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row6\" class=\"row_heading level0 row6\" >7</th>\n",
+       "      <td id=\"T_7c996_row6_col0\" class=\"data row6 col0\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col1\" class=\"data row6 col1\" >faissplus</td>\n",
+       "      <td id=\"T_7c996_row6_col2\" class=\"data row6 col2\" >8.493264</td>\n",
+       "      <td id=\"T_7c996_row6_col3\" class=\"data row6 col3\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col4\" class=\"data row6 col4\" >linscan</td>\n",
+       "      <td id=\"T_7c996_row6_col5\" class=\"data row6 col5\" >0.060756</td>\n",
+       "      <td id=\"T_7c996_row6_col6\" class=\"data row6 col6\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col7\" class=\"data row6 col7\" >mysteryann</td>\n",
+       "      <td id=\"T_7c996_row6_col8\" class=\"data row6 col8\" >26.560867</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row7\" class=\"row_heading level0 row7\" >8</th>\n",
+       "      <td id=\"T_7c996_row7_col0\" class=\"data row7 col0\" >8</td>\n",
+       "      <td id=\"T_7c996_row7_col1\" class=\"data row7 col1\" >faiss</td>\n",
+       "      <td id=\"T_7c996_row7_col2\" class=\"data row7 col2\" >7.327855</td>\n",
+       "      <td id=\"T_7c996_row7_col3\" class=\"data row7 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row7_col4\" class=\"data row7 col4\" >sustech-whu</td>\n",
+       "      <td id=\"T_7c996_row7_col5\" class=\"data row7 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row7_col6\" class=\"data row7 col6\" >8</td>\n",
+       "      <td id=\"T_7c996_row7_col7\" class=\"data row7 col7\" >vamana</td>\n",
+       "      <td id=\"T_7c996_row7_col8\" class=\"data row7 col8\" >19.965517</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row8\" class=\"row_heading level0 row8\" >9</th>\n",
+       "      <td id=\"T_7c996_row8_col0\" class=\"data row8 col0\" >9</td>\n",
+       "      <td id=\"T_7c996_row8_col1\" class=\"data row8 col1\" >cufe</td>\n",
+       "      <td id=\"T_7c996_row8_col2\" class=\"data row8 col2\" >6.318462</td>\n",
+       "      <td id=\"T_7c996_row8_col3\" class=\"data row8 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row8_col4\" class=\"data row8 col4\" >spmat</td>\n",
+       "      <td id=\"T_7c996_row8_col5\" class=\"data row8 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row8_col6\" class=\"data row8 col6\" >9</td>\n",
+       "      <td id=\"T_7c996_row8_col7\" class=\"data row8 col7\" >puck</td>\n",
+       "      <td id=\"T_7c996_row8_col8\" class=\"data row8 col8\" >18.960224</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row9\" class=\"row_heading level0 row9\" >10</th>\n",
+       "      <td id=\"T_7c996_row9_col0\" class=\"data row9 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row9_col1\" class=\"data row9 col1\" >dhq</td>\n",
+       "      <td id=\"T_7c996_row9_col2\" class=\"data row9 col2\" >nan</td>\n",
+       "      <td id=\"T_7c996_row9_col3\" class=\"data row9 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row9_col4\" class=\"data row9 col4\" >nan</td>\n",
+       "      <td id=\"T_7c996_row9_col5\" class=\"data row9 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row9_col6\" class=\"data row9 col6\" >10</td>\n",
+       "      <td id=\"T_7c996_row9_col7\" class=\"data row9 col7\" >ngt</td>\n",
+       "      <td id=\"T_7c996_row9_col8\" class=\"data row9 col8\" >11.921399</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row10\" class=\"row_heading level0 row10\" >11</th>\n",
+       "      <td id=\"T_7c996_row10_col0\" class=\"data row10 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row10_col1\" class=\"data row10 col1\" >fdufilterdiskann</td>\n",
+       "      <td id=\"T_7c996_row10_col2\" class=\"data row10 col2\" >nan</td>\n",
+       "      <td id=\"T_7c996_row10_col3\" class=\"data row10 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row10_col4\" class=\"data row10 col4\" >nan</td>\n",
+       "      <td id=\"T_7c996_row10_col5\" class=\"data row10 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row10_col6\" class=\"data row10 col6\" >11</td>\n",
+       "      <td id=\"T_7c996_row10_col7\" class=\"data row10 col7\" >epsearch</td>\n",
+       "      <td id=\"T_7c996_row10_col8\" class=\"data row10 col8\" >7.663219</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row11\" class=\"row_heading level0 row11\" >12</th>\n",
+       "      <td id=\"T_7c996_row11_col0\" class=\"data row11 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row11_col1\" class=\"data row11 col1\" >hwtl_sdu_anns_filter</td>\n",
+       "      <td id=\"T_7c996_row11_col2\" class=\"data row11 col2\" >nan</td>\n",
+       "      <td id=\"T_7c996_row11_col3\" class=\"data row11 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row11_col4\" class=\"data row11 col4\" >nan</td>\n",
+       "      <td id=\"T_7c996_row11_col5\" class=\"data row11 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row11_col6\" class=\"data row11 col6\" >12</td>\n",
+       "      <td id=\"T_7c996_row11_col7\" class=\"data row11 col7\" >diskann</td>\n",
+       "      <td id=\"T_7c996_row11_col8\" class=\"data row11 col8\" >6.406821</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row12\" class=\"row_heading level0 row12\" >13</th>\n",
+       "      <td id=\"T_7c996_row12_col0\" class=\"data row12 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row12_col1\" class=\"data row12 col1\" >nan</td>\n",
+       "      <td id=\"T_7c996_row12_col2\" class=\"data row12 col2\" >nan</td>\n",
+       "      <td id=\"T_7c996_row12_col3\" class=\"data row12 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row12_col4\" class=\"data row12 col4\" >nan</td>\n",
+       "      <td id=\"T_7c996_row12_col5\" class=\"data row12 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row12_col6\" class=\"data row12 col6\" >13</td>\n",
+       "      <td id=\"T_7c996_row12_col7\" class=\"data row12 col7\" >cufe</td>\n",
+       "      <td id=\"T_7c996_row12_col8\" class=\"data row12 col8\" >5.404492</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_7c996_level0_row13\" class=\"row_heading level0 row13\" >14</th>\n",
+       "      <td id=\"T_7c996_row13_col0\" class=\"data row13 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col1\" class=\"data row13 col1\" >nan</td>\n",
+       "      <td id=\"T_7c996_row13_col2\" class=\"data row13 col2\" >nan</td>\n",
+       "      <td id=\"T_7c996_row13_col3\" class=\"data row13 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col4\" class=\"data row13 col4\" >nan</td>\n",
+       "      <td id=\"T_7c996_row13_col5\" class=\"data row13 col5\" >nan</td>\n",
+       "      <td id=\"T_7c996_row13_col6\" class=\"data row13 col6\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col7\" class=\"data row13 col7\" >puck-fizz</td>\n",
+       "      <td id=\"T_7c996_row13_col8\" class=\"data row13 col8\" >nan</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
       ],
       "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x10a30a0b0>"
+       "<pandas.io.formats.style.Styler at 0x10679fb50>"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -918,186 +1397,186 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "884f5113-01a9-42a7-9262-5cea8e9cd751",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<table id=\"T_b73ee\">\n",
+       "<table id=\"T_7c996\">\n",
        "  <thead>\n",
        "    <tr>\n",
-       "      <th id=\"T_b73ee_level0_col0\" class=\"col_heading level0 col0\" colspan=\"3\">filter</th>\n",
-       "      <th id=\"T_b73ee_level0_col3\" class=\"col_heading level0 col3\" colspan=\"3\">sparse</th>\n",
-       "      <th id=\"T_b73ee_level0_col6\" class=\"col_heading level0 col6\" colspan=\"3\">ood</th>\n",
+       "      <th id=\"T_7c996_level0_col0\" class=\"col_heading level0 col0\" colspan=\"3\">filter</th>\n",
+       "      <th id=\"T_7c996_level0_col3\" class=\"col_heading level0 col3\" colspan=\"3\">sparse</th>\n",
+       "      <th id=\"T_7c996_level0_col6\" class=\"col_heading level0 col6\" colspan=\"3\">ood</th>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_b73ee_level1_col0\" class=\"col_heading level1 col0\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col1\" class=\"col_heading level1 col1\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col2\" class=\"col_heading level1 col2\" >qps</th>\n",
-       "      <th id=\"T_b73ee_level1_col3\" class=\"col_heading level1 col3\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col4\" class=\"col_heading level1 col4\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col5\" class=\"col_heading level1 col5\" >qps</th>\n",
-       "      <th id=\"T_b73ee_level1_col6\" class=\"col_heading level1 col6\" >rank</th>\n",
-       "      <th id=\"T_b73ee_level1_col7\" class=\"col_heading level1 col7\" >algorithm</th>\n",
-       "      <th id=\"T_b73ee_level1_col8\" class=\"col_heading level1 col8\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col0\" class=\"col_heading level1 col0\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col1\" class=\"col_heading level1 col1\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col2\" class=\"col_heading level1 col2\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col3\" class=\"col_heading level1 col3\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col4\" class=\"col_heading level1 col4\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col5\" class=\"col_heading level1 col5\" >qps</th>\n",
+       "      <th id=\"T_7c996_level1_col6\" class=\"col_heading level1 col6\" >rank</th>\n",
+       "      <th id=\"T_7c996_level1_col7\" class=\"col_heading level1 col7\" >algorithm</th>\n",
+       "      <th id=\"T_7c996_level1_col8\" class=\"col_heading level1 col8\" >qps</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <td id=\"T_b73ee_row0_col0\" class=\"data row0 col0\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col1\" class=\"data row0 col1\" ><a href=\"latitude/commands/filter__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
-       "      <td id=\"T_b73ee_row0_col2\" class=\"data row0 col2\" >               213.3K</td>\n",
-       "      <td id=\"T_b73ee_row0_col3\" class=\"data row0 col3\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col4\" class=\"data row0 col4\" ><a href=\"latitude/commands/sparse__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
-       "      <td id=\"T_b73ee_row0_col5\" class=\"data row0 col5\" >                34.8K</td>\n",
-       "      <td id=\"T_b73ee_row0_col6\" class=\"data row0 col6\" >1</td>\n",
-       "      <td id=\"T_b73ee_row0_col7\" class=\"data row0 col7\" ><a href=\"latitude/commands/ood__pinecone-ood.sh\"><div style=\"height:100%;width:100%\">pinecone-ood</div></a></td>\n",
-       "      <td id=\"T_b73ee_row0_col8\" class=\"data row0 col8\" >                76.9K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row1_col0\" class=\"data row1 col0\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col1\" class=\"data row1 col1\" ><a href=\"latitude/commands/filter__pinecone.sh\"><div style=\"height:100%;width:100%\">pinecone</div></a></td>\n",
-       "      <td id=\"T_b73ee_row1_col2\" class=\"data row1 col2\" >               146.7K</td>\n",
-       "      <td id=\"T_b73ee_row1_col3\" class=\"data row1 col3\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col4\" class=\"data row1 col4\" ><a href=\"latitude/commands/sparse__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
-       "      <td id=\"T_b73ee_row1_col5\" class=\"data row1 col5\" >                26.9K</td>\n",
-       "      <td id=\"T_b73ee_row1_col6\" class=\"data row1 col6\" >2</td>\n",
-       "      <td id=\"T_b73ee_row1_col7\" class=\"data row1 col7\" ><a href=\"latitude/commands/ood__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
-       "      <td id=\"T_b73ee_row1_col8\" class=\"data row1 col8\" >                73.5K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row2_col0\" class=\"data row2 col0\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col1\" class=\"data row2 col1\" ><a href=\"latitude/commands/filter__puck.sh\"><div style=\"height:100%;width:100%\">puck</div></a></td>\n",
-       "      <td id=\"T_b73ee_row2_col2\" class=\"data row2 col2\" >                62.3K</td>\n",
-       "      <td id=\"T_b73ee_row2_col3\" class=\"data row2 col3\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col4\" class=\"data row2 col4\" ><a href=\"latitude/commands/sparse__pinecone_smips.sh\"><div style=\"height:100%;width:100%\">pinecone_smips</div></a></td>\n",
-       "      <td id=\"T_b73ee_row2_col5\" class=\"data row2 col5\" >                12.0K</td>\n",
-       "      <td id=\"T_b73ee_row2_col6\" class=\"data row2 col6\" >3</td>\n",
-       "      <td id=\"T_b73ee_row2_col7\" class=\"data row2 col7\" ><a href=\"latitude/commands/ood__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
-       "      <td id=\"T_b73ee_row2_col8\" class=\"data row2 col8\" >                55.5K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row3_col0\" class=\"data row3 col0\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col1\" class=\"data row3 col1\" ><a href=\"latitude/commands/filter__parlayivf.sh\"><div style=\"height:100%;width:100%\">parlayivf</div></a></td>\n",
-       "      <td id=\"T_b73ee_row3_col2\" class=\"data row3 col2\" >                55.0K</td>\n",
-       "      <td id=\"T_b73ee_row3_col3\" class=\"data row3 col3\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col4\" class=\"data row3 col4\" ><a href=\"latitude/commands/sparse__shnsw.sh\"><div style=\"height:100%;width:100%\">shnsw</div></a></td>\n",
-       "      <td id=\"T_b73ee_row3_col5\" class=\"data row3 col5\" >                 8.2K</td>\n",
-       "      <td id=\"T_b73ee_row3_col6\" class=\"data row3 col6\" >4</td>\n",
-       "      <td id=\"T_b73ee_row3_col7\" class=\"data row3 col7\" ><a href=\"latitude/commands/ood__scann.sh\"><div style=\"height:100%;width:100%\">scann</div></a></td>\n",
-       "      <td id=\"T_b73ee_row3_col8\" class=\"data row3 col8\" >                32.3K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row4_col0\" class=\"data row4 col0\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col1\" class=\"data row4 col1\" ><a href=\"latitude/commands/filter__wm_filter.sh\"><div style=\"height:100%;width:100%\">wm_filter</div></a></td>\n",
-       "      <td id=\"T_b73ee_row4_col2\" class=\"data row4 col2\" >                20.9K</td>\n",
-       "      <td id=\"T_b73ee_row4_col3\" class=\"data row4 col3\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col4\" class=\"data row4 col4\" ><a href=\"latitude/commands/sparse__nle.sh\"><div style=\"height:100%;width:100%\">nle</div></a></td>\n",
-       "      <td id=\"T_b73ee_row4_col5\" class=\"data row4 col5\" >                 2.9K</td>\n",
-       "      <td id=\"T_b73ee_row4_col6\" class=\"data row4 col6\" >5</td>\n",
-       "      <td id=\"T_b73ee_row4_col7\" class=\"data row4 col7\" ><a href=\"latitude/commands/ood__sustech-ood.sh\"><div style=\"height:100%;width:100%\">sustech-ood</div></a></td>\n",
-       "      <td id=\"T_b73ee_row4_col8\" class=\"data row4 col8\" >                28.5K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row5_col0\" class=\"data row5 col0\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col1\" class=\"data row5 col1\" ><a href=\"latitude/commands/filter__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
-       "      <td id=\"T_b73ee_row5_col2\" class=\"data row5 col2\" >                 9.0K</td>\n",
-       "      <td id=\"T_b73ee_row5_col3\" class=\"data row5 col3\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col4\" class=\"data row5 col4\" ><a href=\"latitude/commands/sparse__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
-       "      <td id=\"T_b73ee_row5_col5\" class=\"data row5 col5\" >                 0.1K</td>\n",
-       "      <td id=\"T_b73ee_row5_col6\" class=\"data row5 col6\" >6</td>\n",
-       "      <td id=\"T_b73ee_row5_col7\" class=\"data row5 col7\" ><a href=\"latitude/commands/ood__mysteryann-dif.sh\"><div style=\"height:100%;width:100%\">mysteryann-dif</div></a></td>\n",
-       "      <td id=\"T_b73ee_row5_col8\" class=\"data row5 col8\" >                27.9K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row6_col0\" class=\"data row6 col0\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col1\" class=\"data row6 col1\" ><a href=\"latitude/commands/filter__faissplus.sh\"><div style=\"height:100%;width:100%\">faissplus</div></a></td>\n",
-       "      <td id=\"T_b73ee_row6_col2\" class=\"data row6 col2\" >                 8.5K</td>\n",
-       "      <td id=\"T_b73ee_row6_col3\" class=\"data row6 col3\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col4\" class=\"data row6 col4\" ><a href=\"latitude/commands/sparse__linscan.sh\"><div style=\"height:100%;width:100%\">linscan</div></a></td>\n",
-       "      <td id=\"T_b73ee_row6_col5\" class=\"data row6 col5\" >                 0.1K</td>\n",
-       "      <td id=\"T_b73ee_row6_col6\" class=\"data row6 col6\" >7</td>\n",
-       "      <td id=\"T_b73ee_row6_col7\" class=\"data row6 col7\" ><a href=\"latitude/commands/ood__mysteryann.sh\"><div style=\"height:100%;width:100%\">mysteryann</div></a></td>\n",
-       "      <td id=\"T_b73ee_row6_col8\" class=\"data row6 col8\" >                26.6K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row7_col0\" class=\"data row7 col0\" >8</td>\n",
-       "      <td id=\"T_b73ee_row7_col1\" class=\"data row7 col1\" ><a href=\"latitude/commands/filter__faiss.sh\"><div style=\"height:100%;width:100%\">faiss</div></a></td>\n",
-       "      <td id=\"T_b73ee_row7_col2\" class=\"data row7 col2\" >                 7.3K</td>\n",
-       "      <td id=\"T_b73ee_row7_col3\" class=\"data row7 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row7_col4\" class=\"data row7 col4\" ><a href=\"latitude/commands/sparse__sustech-whu.sh\"><div style=\"height:100%;width:100%\">sustech-whu</div></a></td>\n",
-       "      <td id=\"T_b73ee_row7_col5\" class=\"data row7 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row7_col6\" class=\"data row7 col6\" >8</td>\n",
-       "      <td id=\"T_b73ee_row7_col7\" class=\"data row7 col7\" ><a href=\"latitude/commands/ood__vamana.sh\"><div style=\"height:100%;width:100%\">vamana</div></a></td>\n",
-       "      <td id=\"T_b73ee_row7_col8\" class=\"data row7 col8\" >                20.0K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row8_col0\" class=\"data row8 col0\" >9</td>\n",
-       "      <td id=\"T_b73ee_row8_col1\" class=\"data row8 col1\" ><a href=\"latitude/commands/filter__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
-       "      <td id=\"T_b73ee_row8_col2\" class=\"data row8 col2\" >                 6.3K</td>\n",
-       "      <td id=\"T_b73ee_row8_col3\" class=\"data row8 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row8_col4\" class=\"data row8 col4\" ><a href=\"latitude/commands/sparse__spmat.sh\"><div style=\"height:100%;width:100%\">spmat</div></a></td>\n",
-       "      <td id=\"T_b73ee_row8_col5\" class=\"data row8 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row8_col6\" class=\"data row8 col6\" >9</td>\n",
-       "      <td id=\"T_b73ee_row8_col7\" class=\"data row8 col7\" ><a href=\"latitude/commands/ood__puck.sh\"><div style=\"height:100%;width:100%\">puck</div></a></td>\n",
-       "      <td id=\"T_b73ee_row8_col8\" class=\"data row8 col8\" >                19.0K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row9_col0\" class=\"data row9 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row9_col1\" class=\"data row9 col1\" ><a href=\"latitude/commands/filter__hwtl_sdu_anns_filter.sh\"><div style=\"height:100%;width:100%\">hwtl_sdu_anns_filter</div></a></td>\n",
-       "      <td id=\"T_b73ee_row9_col2\" class=\"data row9 col2\" ></td>\n",
-       "      <td id=\"T_b73ee_row9_col3\" class=\"data row9 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row9_col4\" class=\"data row9 col4\" ></td>\n",
-       "      <td id=\"T_b73ee_row9_col5\" class=\"data row9 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row9_col6\" class=\"data row9 col6\" >10</td>\n",
-       "      <td id=\"T_b73ee_row9_col7\" class=\"data row9 col7\" ><a href=\"latitude/commands/ood__ngt.sh\"><div style=\"height:100%;width:100%\">ngt</div></a></td>\n",
-       "      <td id=\"T_b73ee_row9_col8\" class=\"data row9 col8\" >                11.9K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row10_col0\" class=\"data row10 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row10_col1\" class=\"data row10 col1\" ><a href=\"latitude/commands/filter__dhq.sh\"><div style=\"height:100%;width:100%\">dhq</div></a></td>\n",
-       "      <td id=\"T_b73ee_row10_col2\" class=\"data row10 col2\" ></td>\n",
-       "      <td id=\"T_b73ee_row10_col3\" class=\"data row10 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row10_col4\" class=\"data row10 col4\" ></td>\n",
-       "      <td id=\"T_b73ee_row10_col5\" class=\"data row10 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row10_col6\" class=\"data row10 col6\" >11</td>\n",
-       "      <td id=\"T_b73ee_row10_col7\" class=\"data row10 col7\" ><a href=\"latitude/commands/ood__epsearch.sh\"><div style=\"height:100%;width:100%\">epsearch</div></a></td>\n",
-       "      <td id=\"T_b73ee_row10_col8\" class=\"data row10 col8\" >                 7.7K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row11_col0\" class=\"data row11 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row11_col1\" class=\"data row11 col1\" ><a href=\"latitude/commands/filter__fdufilterdiskann.sh\"><div style=\"height:100%;width:100%\">fdufilterdiskann</div></a></td>\n",
-       "      <td id=\"T_b73ee_row11_col2\" class=\"data row11 col2\" ></td>\n",
-       "      <td id=\"T_b73ee_row11_col3\" class=\"data row11 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row11_col4\" class=\"data row11 col4\" ></td>\n",
-       "      <td id=\"T_b73ee_row11_col5\" class=\"data row11 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row11_col6\" class=\"data row11 col6\" >12</td>\n",
-       "      <td id=\"T_b73ee_row11_col7\" class=\"data row11 col7\" ><a href=\"latitude/commands/ood__diskann.sh\"><div style=\"height:100%;width:100%\">diskann</div></a></td>\n",
-       "      <td id=\"T_b73ee_row11_col8\" class=\"data row11 col8\" >                 6.4K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row12_col0\" class=\"data row12 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row12_col1\" class=\"data row12 col1\" ></td>\n",
-       "      <td id=\"T_b73ee_row12_col2\" class=\"data row12 col2\" ></td>\n",
-       "      <td id=\"T_b73ee_row12_col3\" class=\"data row12 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row12_col4\" class=\"data row12 col4\" ></td>\n",
-       "      <td id=\"T_b73ee_row12_col5\" class=\"data row12 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row12_col6\" class=\"data row12 col6\" >13</td>\n",
-       "      <td id=\"T_b73ee_row12_col7\" class=\"data row12 col7\" ><a href=\"latitude/commands/ood__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
-       "      <td id=\"T_b73ee_row12_col8\" class=\"data row12 col8\" >                 5.4K</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_b73ee_row13_col0\" class=\"data row13 col0\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col1\" class=\"data row13 col1\" ></td>\n",
-       "      <td id=\"T_b73ee_row13_col2\" class=\"data row13 col2\" ></td>\n",
-       "      <td id=\"T_b73ee_row13_col3\" class=\"data row13 col3\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col4\" class=\"data row13 col4\" ></td>\n",
-       "      <td id=\"T_b73ee_row13_col5\" class=\"data row13 col5\" ></td>\n",
-       "      <td id=\"T_b73ee_row13_col6\" class=\"data row13 col6\" ><NA></td>\n",
-       "      <td id=\"T_b73ee_row13_col7\" class=\"data row13 col7\" ><a href=\"latitude/commands/ood__puck-fizz.sh\"><div style=\"height:100%;width:100%\">puck-fizz</div></a></td>\n",
-       "      <td id=\"T_b73ee_row13_col8\" class=\"data row13 col8\" ></td>\n",
+       "      <td id=\"T_7c996_row0_col0\" class=\"data row0 col0\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col1\" class=\"data row0 col1\" ><a href=\"latitude/commands/filter__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
+       "      <td id=\"T_7c996_row0_col2\" class=\"data row0 col2\" >               213.3K</td>\n",
+       "      <td id=\"T_7c996_row0_col3\" class=\"data row0 col3\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col4\" class=\"data row0 col4\" ><a href=\"latitude/commands/sparse__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
+       "      <td id=\"T_7c996_row0_col5\" class=\"data row0 col5\" >                34.8K</td>\n",
+       "      <td id=\"T_7c996_row0_col6\" class=\"data row0 col6\" >1</td>\n",
+       "      <td id=\"T_7c996_row0_col7\" class=\"data row0 col7\" ><a href=\"latitude/commands/ood__pinecone-ood.sh\"><div style=\"height:100%;width:100%\">pinecone-ood</div></a></td>\n",
+       "      <td id=\"T_7c996_row0_col8\" class=\"data row0 col8\" >                76.9K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row1_col0\" class=\"data row1 col0\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col1\" class=\"data row1 col1\" ><a href=\"latitude/commands/filter__pinecone.sh\"><div style=\"height:100%;width:100%\">pinecone</div></a></td>\n",
+       "      <td id=\"T_7c996_row1_col2\" class=\"data row1 col2\" >               146.7K</td>\n",
+       "      <td id=\"T_7c996_row1_col3\" class=\"data row1 col3\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col4\" class=\"data row1 col4\" ><a href=\"latitude/commands/sparse__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
+       "      <td id=\"T_7c996_row1_col5\" class=\"data row1 col5\" >                26.9K</td>\n",
+       "      <td id=\"T_7c996_row1_col6\" class=\"data row1 col6\" >2</td>\n",
+       "      <td id=\"T_7c996_row1_col7\" class=\"data row1 col7\" ><a href=\"latitude/commands/ood__zilliz.sh\"><div style=\"height:100%;width:100%\">zilliz</div></a></td>\n",
+       "      <td id=\"T_7c996_row1_col8\" class=\"data row1 col8\" >                73.5K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row2_col0\" class=\"data row2 col0\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col1\" class=\"data row2 col1\" ><a href=\"latitude/commands/filter__puck.sh\"><div style=\"height:100%;width:100%\">puck</div></a></td>\n",
+       "      <td id=\"T_7c996_row2_col2\" class=\"data row2 col2\" >                62.3K</td>\n",
+       "      <td id=\"T_7c996_row2_col3\" class=\"data row2 col3\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col4\" class=\"data row2 col4\" ><a href=\"latitude/commands/sparse__pinecone_smips.sh\"><div style=\"height:100%;width:100%\">pinecone_smips</div></a></td>\n",
+       "      <td id=\"T_7c996_row2_col5\" class=\"data row2 col5\" >                12.0K</td>\n",
+       "      <td id=\"T_7c996_row2_col6\" class=\"data row2 col6\" >3</td>\n",
+       "      <td id=\"T_7c996_row2_col7\" class=\"data row2 col7\" ><a href=\"latitude/commands/ood__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
+       "      <td id=\"T_7c996_row2_col8\" class=\"data row2 col8\" >                55.5K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row3_col0\" class=\"data row3 col0\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col1\" class=\"data row3 col1\" ><a href=\"latitude/commands/filter__parlayivf.sh\"><div style=\"height:100%;width:100%\">parlayivf</div></a></td>\n",
+       "      <td id=\"T_7c996_row3_col2\" class=\"data row3 col2\" >                55.0K</td>\n",
+       "      <td id=\"T_7c996_row3_col3\" class=\"data row3 col3\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col4\" class=\"data row3 col4\" ><a href=\"latitude/commands/sparse__shnsw.sh\"><div style=\"height:100%;width:100%\">shnsw</div></a></td>\n",
+       "      <td id=\"T_7c996_row3_col5\" class=\"data row3 col5\" >                 8.2K</td>\n",
+       "      <td id=\"T_7c996_row3_col6\" class=\"data row3 col6\" >4</td>\n",
+       "      <td id=\"T_7c996_row3_col7\" class=\"data row3 col7\" ><a href=\"latitude/commands/ood__scann.sh\"><div style=\"height:100%;width:100%\">scann</div></a></td>\n",
+       "      <td id=\"T_7c996_row3_col8\" class=\"data row3 col8\" >                32.3K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row4_col0\" class=\"data row4 col0\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col1\" class=\"data row4 col1\" ><a href=\"latitude/commands/filter__wm_filter.sh\"><div style=\"height:100%;width:100%\">wm_filter</div></a></td>\n",
+       "      <td id=\"T_7c996_row4_col2\" class=\"data row4 col2\" >                20.9K</td>\n",
+       "      <td id=\"T_7c996_row4_col3\" class=\"data row4 col3\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col4\" class=\"data row4 col4\" ><a href=\"latitude/commands/sparse__nle.sh\"><div style=\"height:100%;width:100%\">nle</div></a></td>\n",
+       "      <td id=\"T_7c996_row4_col5\" class=\"data row4 col5\" >                 2.9K</td>\n",
+       "      <td id=\"T_7c996_row4_col6\" class=\"data row4 col6\" >5</td>\n",
+       "      <td id=\"T_7c996_row4_col7\" class=\"data row4 col7\" ><a href=\"latitude/commands/ood__sustech-ood.sh\"><div style=\"height:100%;width:100%\">sustech-ood</div></a></td>\n",
+       "      <td id=\"T_7c996_row4_col8\" class=\"data row4 col8\" >                28.5K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row5_col0\" class=\"data row5 col0\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col1\" class=\"data row5 col1\" ><a href=\"latitude/commands/filter__pyanns.sh\"><div style=\"height:100%;width:100%\">pyanns</div></a></td>\n",
+       "      <td id=\"T_7c996_row5_col2\" class=\"data row5 col2\" >                 9.0K</td>\n",
+       "      <td id=\"T_7c996_row5_col3\" class=\"data row5 col3\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col4\" class=\"data row5 col4\" ><a href=\"latitude/commands/sparse__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
+       "      <td id=\"T_7c996_row5_col5\" class=\"data row5 col5\" >                 0.1K</td>\n",
+       "      <td id=\"T_7c996_row5_col6\" class=\"data row5 col6\" >6</td>\n",
+       "      <td id=\"T_7c996_row5_col7\" class=\"data row5 col7\" ><a href=\"latitude/commands/ood__mysteryann-dif.sh\"><div style=\"height:100%;width:100%\">mysteryann-dif</div></a></td>\n",
+       "      <td id=\"T_7c996_row5_col8\" class=\"data row5 col8\" >                27.9K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row6_col0\" class=\"data row6 col0\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col1\" class=\"data row6 col1\" ><a href=\"latitude/commands/filter__faissplus.sh\"><div style=\"height:100%;width:100%\">faissplus</div></a></td>\n",
+       "      <td id=\"T_7c996_row6_col2\" class=\"data row6 col2\" >                 8.5K</td>\n",
+       "      <td id=\"T_7c996_row6_col3\" class=\"data row6 col3\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col4\" class=\"data row6 col4\" ><a href=\"latitude/commands/sparse__linscan.sh\"><div style=\"height:100%;width:100%\">linscan</div></a></td>\n",
+       "      <td id=\"T_7c996_row6_col5\" class=\"data row6 col5\" >                 0.1K</td>\n",
+       "      <td id=\"T_7c996_row6_col6\" class=\"data row6 col6\" >7</td>\n",
+       "      <td id=\"T_7c996_row6_col7\" class=\"data row6 col7\" ><a href=\"latitude/commands/ood__mysteryann.sh\"><div style=\"height:100%;width:100%\">mysteryann</div></a></td>\n",
+       "      <td id=\"T_7c996_row6_col8\" class=\"data row6 col8\" >                26.6K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row7_col0\" class=\"data row7 col0\" >8</td>\n",
+       "      <td id=\"T_7c996_row7_col1\" class=\"data row7 col1\" ><a href=\"latitude/commands/filter__faiss.sh\"><div style=\"height:100%;width:100%\">faiss</div></a></td>\n",
+       "      <td id=\"T_7c996_row7_col2\" class=\"data row7 col2\" >                 7.3K</td>\n",
+       "      <td id=\"T_7c996_row7_col3\" class=\"data row7 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row7_col4\" class=\"data row7 col4\" ><a href=\"latitude/commands/sparse__sustech-whu.sh\"><div style=\"height:100%;width:100%\">sustech-whu</div></a></td>\n",
+       "      <td id=\"T_7c996_row7_col5\" class=\"data row7 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row7_col6\" class=\"data row7 col6\" >8</td>\n",
+       "      <td id=\"T_7c996_row7_col7\" class=\"data row7 col7\" ><a href=\"latitude/commands/ood__vamana.sh\"><div style=\"height:100%;width:100%\">vamana</div></a></td>\n",
+       "      <td id=\"T_7c996_row7_col8\" class=\"data row7 col8\" >                20.0K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row8_col0\" class=\"data row8 col0\" >9</td>\n",
+       "      <td id=\"T_7c996_row8_col1\" class=\"data row8 col1\" ><a href=\"latitude/commands/filter__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
+       "      <td id=\"T_7c996_row8_col2\" class=\"data row8 col2\" >                 6.3K</td>\n",
+       "      <td id=\"T_7c996_row8_col3\" class=\"data row8 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row8_col4\" class=\"data row8 col4\" ><a href=\"latitude/commands/sparse__spmat.sh\"><div style=\"height:100%;width:100%\">spmat</div></a></td>\n",
+       "      <td id=\"T_7c996_row8_col5\" class=\"data row8 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row8_col6\" class=\"data row8 col6\" >9</td>\n",
+       "      <td id=\"T_7c996_row8_col7\" class=\"data row8 col7\" ><a href=\"latitude/commands/ood__puck.sh\"><div style=\"height:100%;width:100%\">puck</div></a></td>\n",
+       "      <td id=\"T_7c996_row8_col8\" class=\"data row8 col8\" >                19.0K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row9_col0\" class=\"data row9 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row9_col1\" class=\"data row9 col1\" ><a href=\"latitude/commands/filter__dhq.sh\"><div style=\"height:100%;width:100%\">dhq</div></a></td>\n",
+       "      <td id=\"T_7c996_row9_col2\" class=\"data row9 col2\" ></td>\n",
+       "      <td id=\"T_7c996_row9_col3\" class=\"data row9 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row9_col4\" class=\"data row9 col4\" ></td>\n",
+       "      <td id=\"T_7c996_row9_col5\" class=\"data row9 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row9_col6\" class=\"data row9 col6\" >10</td>\n",
+       "      <td id=\"T_7c996_row9_col7\" class=\"data row9 col7\" ><a href=\"latitude/commands/ood__ngt.sh\"><div style=\"height:100%;width:100%\">ngt</div></a></td>\n",
+       "      <td id=\"T_7c996_row9_col8\" class=\"data row9 col8\" >                11.9K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row10_col0\" class=\"data row10 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row10_col1\" class=\"data row10 col1\" ><a href=\"latitude/commands/filter__fdufilterdiskann.sh\"><div style=\"height:100%;width:100%\">fdufilterdiskann</div></a></td>\n",
+       "      <td id=\"T_7c996_row10_col2\" class=\"data row10 col2\" ></td>\n",
+       "      <td id=\"T_7c996_row10_col3\" class=\"data row10 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row10_col4\" class=\"data row10 col4\" ></td>\n",
+       "      <td id=\"T_7c996_row10_col5\" class=\"data row10 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row10_col6\" class=\"data row10 col6\" >11</td>\n",
+       "      <td id=\"T_7c996_row10_col7\" class=\"data row10 col7\" ><a href=\"latitude/commands/ood__epsearch.sh\"><div style=\"height:100%;width:100%\">epsearch</div></a></td>\n",
+       "      <td id=\"T_7c996_row10_col8\" class=\"data row10 col8\" >                 7.7K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row11_col0\" class=\"data row11 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row11_col1\" class=\"data row11 col1\" ><a href=\"latitude/commands/filter__hwtl_sdu_anns_filter.sh\"><div style=\"height:100%;width:100%\">hwtl_sdu_anns_filter</div></a></td>\n",
+       "      <td id=\"T_7c996_row11_col2\" class=\"data row11 col2\" ></td>\n",
+       "      <td id=\"T_7c996_row11_col3\" class=\"data row11 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row11_col4\" class=\"data row11 col4\" ></td>\n",
+       "      <td id=\"T_7c996_row11_col5\" class=\"data row11 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row11_col6\" class=\"data row11 col6\" >12</td>\n",
+       "      <td id=\"T_7c996_row11_col7\" class=\"data row11 col7\" ><a href=\"latitude/commands/ood__diskann.sh\"><div style=\"height:100%;width:100%\">diskann</div></a></td>\n",
+       "      <td id=\"T_7c996_row11_col8\" class=\"data row11 col8\" >                 6.4K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row12_col0\" class=\"data row12 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row12_col1\" class=\"data row12 col1\" ></td>\n",
+       "      <td id=\"T_7c996_row12_col2\" class=\"data row12 col2\" ></td>\n",
+       "      <td id=\"T_7c996_row12_col3\" class=\"data row12 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row12_col4\" class=\"data row12 col4\" ></td>\n",
+       "      <td id=\"T_7c996_row12_col5\" class=\"data row12 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row12_col6\" class=\"data row12 col6\" >13</td>\n",
+       "      <td id=\"T_7c996_row12_col7\" class=\"data row12 col7\" ><a href=\"latitude/commands/ood__cufe.sh\"><div style=\"height:100%;width:100%\">cufe</div></a></td>\n",
+       "      <td id=\"T_7c996_row12_col8\" class=\"data row12 col8\" >                 5.4K</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_7c996_row13_col0\" class=\"data row13 col0\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col1\" class=\"data row13 col1\" ></td>\n",
+       "      <td id=\"T_7c996_row13_col2\" class=\"data row13 col2\" ></td>\n",
+       "      <td id=\"T_7c996_row13_col3\" class=\"data row13 col3\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col4\" class=\"data row13 col4\" ></td>\n",
+       "      <td id=\"T_7c996_row13_col5\" class=\"data row13 col5\" ></td>\n",
+       "      <td id=\"T_7c996_row13_col6\" class=\"data row13 col6\" ><NA></td>\n",
+       "      <td id=\"T_7c996_row13_col7\" class=\"data row13 col7\" ><a href=\"latitude/commands/ood__puck-fizz.sh\"><div style=\"height:100%;width:100%\">puck-fizz</div></a></td>\n",
+       "      <td id=\"T_7c996_row13_col8\" class=\"data row13 col8\" ></td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
@@ -1106,7 +1585,7 @@
        "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1142,7 +1621,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "25fc371b-1a14-4fca-97de-acd79070c0ad",
    "metadata": {},
    "outputs": [