Clarify dataset issues exclusion in gallery stats

Author: Ankit Khare

gallery.html

@@ -167,7 +167,7 @@
                 <h1 class="text-4xl font-bold" style="color: var(--ade-text);">Agentic Document Extraction</h1>
             </div>
             <p class="text-xl mb-2" style="color: var(--ade-teal);">DocVQA Challenge - 98.650% Accuracy with ADE DPT-2 on Validation Set</p>
-            <p class="text-lg" style="color: var(--ade-text-dim);">Smell Test - 72 remaining errors (14 dataset issues excluded) and 40 successful cases</p>
+            <p class="text-lg" style="color: var(--ade-text-dim);">Smell Test - 72 remaining errors and 40 successful cases</p>
         </div>
     </header>
 
@@ -179,6 +179,7 @@ <h2 class="text-2xl font-bold mb-6" style="color: var(--ade-text);">Error Breakd
                 <div class="stat-card p-6 rounded-lg">
                     <div class="text-4xl font-bold" style="color: var(--ade-teal);">72</div>
                     <div style="color: var(--ade-text-dim);" class="mt-2">Remaining Errors</div>
+                    <div class="text-xs mt-1" style="color: var(--ade-teal);">14 Dataset issues excluded from the accuracy calculation but shown for transparency</div>
                 </div>
                 <div class="stat-card p-6 rounded-lg">
                     <div class="text-4xl font-bold text-orange-400">98.650%</div>