diff --git a/docs/en/update_history_en.md b/docs/en/update_history_en.md
index 3d4df013ef191f291c8791c92e7e1b4ffc1e564b..f9dcc5e2b7d14dc4c31f4bdd213305a32f5c7cfa 100644
--- a/docs/en/update_history_en.md
+++ b/docs/en/update_history_en.md
@@ -1,5 +1,10 @@
 # Release Notes
 
+
+
+- 2021.01.27
+   * Add ViT and DeiT pretrained models, ViT's Top-1 Acc on ImageNet reaches 81.05%, and DeiT reaches 85.5%.
+
 - 2021.01.08
     * Add support for whl package and its usage, Model inference can be done by simply install paddleclas using pip.