Update README.md

Signed-off-by: Badri Narayana Patro <[email protected]>
badripatro · Jan 29, 2024 · b6cf487 · b6cf487
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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