diff --git a/README.md b/README.md
index eaf3dcb..cb2dd86 100644
--- a/README.md
+++ b/README.md
@@ -48,7 +48,7 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Changelog
 
-v0.13.0 was released in 05/05/2021.
+v0.14.0 was released in 06/02/2021.
 Please refer to [changelog.md](docs/changelog.md) for details and release history.
 
 ## Benchmark and model zoo
diff --git a/docs/changelog.md b/docs/changelog.md
index 7d4a0d8..6533ebe 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,30 @@
 ## Changelog
 
+### V0.14 (06/02/2021)
+
+**Highlights**
+
+- Support ONNX to TensorRT
+- Support MIM
+
+**Bug Fixes**
+
+- Fix ONNX to TensorRT verify ([#547](https://github.com/open-mmlab/mmsegmentation/pull/547))
+- Fix save best for EvalHook ([#575](https://github.com/open-mmlab/mmsegmentation/pull/575))
+
+**New Features**
+
+- Support loading DeiT weights ([#538](https://github.com/open-mmlab/mmsegmentation/pull/538))
+- Support ONNX to TensorRT ([#542](https://github.com/open-mmlab/mmsegmentation/pull/542))
+- Support output results for ADE20k ([#544](https://github.com/open-mmlab/mmsegmentation/pull/544))
+- Support MIM ([#549](https://github.com/open-mmlab/mmsegmentation/pull/549))
+
+**Improvements**
+
+- Add option for ViT output shape ([#530](https://github.com/open-mmlab/mmsegmentation/pull/530))
+- Infer batch size using len(result) ([#532](https://github.com/open-mmlab/mmsegmentation/pull/532))
+- Add compatible table between MMSeg and MMCV ([#558](https://github.com/open-mmlab/mmsegmentation/pull/558))
+
 ### V0.13 (05/05/2021)
 
 **Highlights**
diff --git a/mmseg/version.py b/mmseg/version.py
index e090d9f..9066605 100644
--- a/mmseg/version.py
+++ b/mmseg/version.py
@@ -1,6 +1,6 @@
 # Copyright (c) Open-MMLab. All rights reserved.
 
-__version__ = '0.13.0'
+__version__ = '0.14.0'
 
 
 def parse_version_info(version_str):