diff --git a/README.md b/README.md
index 3b6d34c1d7c..c4fe0ed9316 100644
--- a/README.md
+++ b/README.md
@@ -135,4 +135,7 @@ optimizer_config = dict(
 
 > **Semantic Segmentation**: See [Swin Transformer for Semantic Segmentation](https://github.com/SwinTransformer/Swin-Transformer-Semantic-Segmentation).
 
-> **Self-Supervised Learning**: See [MoBY with Swin Transformer](https://github.com/SwinTransformer/Transformer-SSL).
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+> **Self-Supervised Learning**: See [MoBY with Swin Transformer](https://github.com/SwinTransformer/Transformer-SSL).
+
+> **Video Recognition**, See [Video Swin Transformer](https://github.com/SwinTransformer/Video-Swin-Transformer).
+