Update README.md

README.md

@@ -16,7 +16,31 @@ We have developed the first hybrid model for computer vision which leverages the
 
 ## Model Performance
 
-MambaVision demonstrates a strong performance by achieving a new SOTA Pareto-front in
+MambaVision-L2-512-21K is pretrained on ImageNet-21K dataset and finetuned on ImageNet-1K at 512 x 512 resolution.
+
+<table>
+  <tr>
+    <th>Name</th>
+    <th>Acc@1(%)</th>
+    <th>Acc@5(%)</th>
+    <th>#Params(M)</th>
+    <th>FLOPs(G)</th>
+    <th>Resolution</th>
+  </tr>
+
+<tr>
+    <td>MambaVision-L2-512-21K</td>
+    <td>87.3</td>
+    <td>98.4</td>
+    <td>241.5</td>
+    <td>196.3</td>
+    <td>512x512</td>
+</tr>
+
+
+</table>
+
+In addition, the MambaVision models demonstrate a strong performance by achieving a new SOTA Pareto-front in
 terms of Top-1 accuracy and throughput. 
 
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