diff --git a/README.md b/README.md
index 2cf09d20..43ea12b9 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Changelog
 
-v0.11.0 was released in 1/5/2021.
+v0.11.1 was released in 21/5/2021.
 Please refer to [changelog.md](docs/changelog.md) for details and release history.
 
 ## Benchmark and model zoo
diff --git a/README_zh-CN.md b/README_zh-CN.md
index ace50a20..3715da26 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -30,7 +30,7 @@ MMClassification是一款基于PyTorch的开源图像分类工具箱，是 [Open
 
 ## 更新日志
 
-2021/5/1 发布了 v0.11.0 版本
+2021/5/21 发布了 v0.11.1 版本
 
 发布历史和更新细节请参考 [更新日志](docs/changelog.md)
 
diff --git a/docs/changelog.md b/docs/changelog.md
index 88f21d34..4d31d1e2 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,29 @@
 ## Changelog
 
+### v0.11.1(21/5/2021)
+
+- Refine `new_dataset.md` and add Chinese translation of `finture.md`, `new_dataset.md`. (#243)
+
+#### New Features
+
+- Add `dim` argument for `GlobalAveragePooling`. (#236)
+- Add random noise to `RandAugment` magnitude. (#240)
+- Refine `new_dataset.md` and add Chinese translation of `finture.md`, `new_dataset.md`. (#243)
+
+#### Improvements
+
+- Refactor arguments passing for Heads. (#239)
+- Allow more flexible `magnitude_range` in `RandAugment`. (#249)
+- Inherits MMCV registry so that in the future OpenMMLab repos like MMDet and MMSeg could directly use the backbones supported in MMCls. (#252)
+
+#### Bug Fixes
+
+- Fix typo in `analyze_results.py`. (#237)
+- Fix typo in unittests. (#238)
+- Check if specified tmpdir exists when testing to avoid deleting existing data. (#242 & #258)
+- Add missing config files in `MANIFEST.in`. (#250 & #255)
+- Use temporary directory under shared directory to collect results to avoid unavailability of temporary directory for multi-node testing. (#251)
+
 ### v0.11.0(1/5/2021)
 
 - Support cutmix trick. (#198)
diff --git a/docs/install.md b/docs/install.md
index 2ed86c55..62bba9dd 100644
--- a/docs/install.md
+++ b/docs/install.md
@@ -10,7 +10,8 @@ The compatible MMClassification and MMCV versions are as below. Please install t
 
 | MMClassification version |    MMCV version     |
 |:-------------------:|:-------------------:|
-| master              | mmcv>=1.3.0         |
+| master              | mmcv>=1.3.0, <=1.5.0 |
+| 0.11.1              | mmcv>=1.3.0, <=1.5.0 |
 | 0.11.0              | mmcv>=1.3.0         |
 | 0.10.0              | mmcv>=1.3.0         |
 | 0.9.0               | mmcv>=1.1.4         |
diff --git a/docs_zh-CN/install.md b/docs_zh-CN/install.md
index 38c05ec8..47e2f95d 100644
--- a/docs_zh-CN/install.md
+++ b/docs_zh-CN/install.md
@@ -10,7 +10,8 @@ MMClassification 和 MMCV 的适配关系如下，请安装正确版本的 MMCV
 
 | MMClassification 版本 |  MMCV 版本  |
 |:---------------------:|:-----------:|
-|        master         | mmcv>=1.3.0 |
+|        master         | mmcv>=1.3.0, <=1.5.0 |
+|        0.11.1         | mmcv>=1.3.0, <=1.5.0 |
 |        0.11.0         | mmcv>=1.3.0 |
 |        0.10.0         | mmcv>=1.3.0 |
 |         0.9.0         | mmcv>=1.1.4 |
diff --git a/mmcls/version.py b/mmcls/version.py
index a62d3c7b..557c2b4f 100644
--- a/mmcls/version.py
+++ b/mmcls/version.py
@@ -1,6 +1,6 @@
 # Copyright (c) Open-MMLab. All rights reserved.
 
-__version__ = '0.11.0'
+__version__ = '0.11.1'
 
 
 def parse_version_info(version_str):