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@@ -15,6 +15,14 @@ Vision transformers have been applied successfully for image recognition tasks.
 
 ![Main Model](vanilla_architecture/figs/SpectFormer_main.png)
 
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+
+## SOTA Performance on the ImageNet-1K dataset for image size 224 x 224 for  Image Recognition Task
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+![SOTA](vanilla_architecture/figs/sota.jpg)
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+
+
 ## Training
 
 ### Train SpectFormer for Vanilla Architecture