diff --git a/README.md b/README.md
index cfa2720b06..a3c9806e78 100644
--- a/README.md
+++ b/README.md
@@ -84,8 +84,9 @@ Supported backbones:
 - [x] [Vision Transformer (ICLR'2021)](configs/vit)
 - [x] [Swin Transformer (ICCV'2021)](configs/swin)
 - [x] [Twins (NeurIPS'2021)](configs/twins)
-- [x] [ConvNeXt (CVPR'2022)](configs/convnext)
 - [x] [BEiT (ICLR'2022)](configs/beit)
+- [x] [ConvNeXt (CVPR'2022)](configs/convnext)
+- [x] [MAE (CVPR'2022)](configs/mae)
 
 Supported methods:
 
diff --git a/README_zh-CN.md b/README_zh-CN.md
index f04e0b0ad0..8d2ac0ff36 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -83,8 +83,9 @@ MMSegmentation 是一个基于 PyTorch 的语义分割开源工具箱。它是 O
 - [x] [Vision Transformer (ICLR'2021)](configs/vit)
 - [x] [Swin Transformer (ICCV'2021)](configs/swin)
 - [x] [Twins (NeurIPS'2021)](configs/twins)
-- [x] [ConvNeXt (CVPR'2022)](configs/convnext)
 - [x] [BEiT (ICLR'2022)](configs/beit)
+- [x] [ConvNeXt (CVPR'2022)](configs/convnext)
+- [x] [MAE (CVPR'2022)](configs/mae)
 
 已支持的算法：