diff --git a/docs/en/algorithm_introduction/ImageNet_models_en.md b/docs/en/algorithm_introduction/ImageNet_models_en.md
index d18b0fa1addd525bea5d97b7c935427bc6054aa1..c22bf5d21be05828365c76f9f5ede075a5757e20 100644
--- a/docs/en/algorithm_introduction/ImageNet_models_en.md
+++ b/docs/en/algorithm_introduction/ImageNet_models_en.md
@@ -27,7 +27,7 @@
 - [20. DLA series](#20)
 - [21. RedNet series](#21)
 - [22. TNT series](#22)
-- [23. CSwinTransformer series](#23)
+- [23. CSWinTransformer series](#23)
 - [24. PVTV2 series](#24)
 - [25. MobileViT series](#25)
 - [26. Other models](#26)
diff --git a/docs/zh_CN/algorithm_introduction/ImageNet_models.md b/docs/zh_CN/algorithm_introduction/ImageNet_models.md
index 10029d242898afc2cdb4077abe0cde7139bb352a..61a4b9822bde2d2d5d71c9e4ed51401c44647819 100644
--- a/docs/zh_CN/algorithm_introduction/ImageNet_models.md
+++ b/docs/zh_CN/algorithm_introduction/ImageNet_models.md
@@ -31,7 +31,7 @@
 - [DLA 系列](#DLA)
 - [RedNet 系列](#RedNet)
 - [TNT 系列](#TNT)
-- [CSwinTransformer 系列](#CSwinTransformer)
+- [CSWinTransformer 系列](#CSWinTransformer)
 - [PVTV2 系列](#PVTV2)
 - [MobileViT 系列](#MobileViT)
 - [其他模型](#Others)