diff --git a/README.md b/README.md
index abf8fe59b1..3c98880cbf 100644
--- a/README.md
+++ b/README.md
@@ -59,17 +59,17 @@ English | [็ฎไฝไธญๆ](/README_zh-CN.md)
## ๐ Table of Contents
- [๐ Table of Contents](#-table-of-contents)
-- [๐ฅณ ๐ What's New](#--whats-new-)
-- [๐ Introduction](#-introduction-)
-- [๐ Major Features](#-major-features-)
-- [๐ ๏ธ Installation](#๏ธ-installation-)
-- [๐ Model Zoo](#-model-zoo-)
-- [๐จโ๐ซ Get Started](#-get-started-)
-- [๐ซ License](#-license-)
-- [๐๏ธ Citation](#๏ธ-citation-)
-- [๐ Contributing](#-contributing-)
-- [๐ค Acknowledgement](#-acknowledgement-)
-- [๐๏ธ Projects in OpenMMLab](#๏ธ-projects-in-openmmlab-)
+- [๐ฅณ ๐ What's New ๐](#--whats-new-)
+- [๐ Introduction ๐](#-introduction-)
+- [๐ Major Features ๐](#-major-features-)
+- [๐ ๏ธ Installation ๐](#๏ธ-installation-)
+- [๐ Model Zoo ๐](#-model-zoo-)
+- [๐จโ๐ซ Get Started ๐](#-get-started-)
+- [๐ซ License ๐](#-license-)
+- [๐๏ธ Citation ๐](#๏ธ-citation-)
+- [๐ Contributing ๐](#-contributing-)
+- [๐ค Acknowledgement ๐](#-acknowledgement-)
+- [๐๏ธ Projects in OpenMMLab ๐](#๏ธ-projects-in-openmmlab-)
## ๐ฅณ ๐ What's New [๐](#-table-of-contents)
@@ -149,7 +149,7 @@ Results and models are available in the [model zoo](https://mmaction2.readthedoc
Action Recognition |
- C3D (CVPR'2014) |
+ C3D (ICCV'2015) |
TSN (ECCV'2016) |
I3D (CVPR'2017) |
C2D (CVPR'2018) |
diff --git a/README_zh-CN.md b/README_zh-CN.md
index 5e2b2ab241..93fef97af8 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -59,18 +59,18 @@
## ๐ ็ฎๅฝ
- [๐ ็ฎๅฝ](#-็ฎๅฝ)
-- [๐ฅณ ๐ ๆๆฐ่ฟๅฑ](#--ๆๆฐ่ฟๅฑ-)
-- [๐ ็ฎไป](#-็ฎไป-)
-- [๐ ไธป่ฆๅ่ฝ](#-ไธป่ฆๅ่ฝ-)
-- [๐ ๏ธ ๅฎ่ฃ
](#๏ธ-ๅฎ่ฃ
-)
-- [๐ ๆจกๅๅบ](#-ๆจกๅๅบ-)
-- [๐จโ๐ซ ๆฐๆๅ
ฅ้จ](#-ๆฐๆๅ
ฅ้จ-)
-- [๐ซ ่ฎธๅฏ่ฏ](#-่ฎธๅฏ่ฏ-)
-- [๐๏ธ ๅผ็จ](#๏ธ-ๅผ็จ-)
-- [๐ ๅไธ่ดก็ฎ](#-ๅไธ่ดก็ฎ-)
-- [๐ค ่ด่ฐข](#-่ด่ฐข-)
-- [๐๏ธ OpenMMLab ็ๅ
ถไป้กน็ฎ](#๏ธ-openmmlab-็ๅ
ถไป้กน็ฎ-)
-- [โค๏ธ ๆฌข่ฟๅ ๅ
ฅ OpenMMLab ็คพๅบ](#๏ธ-ๆฌข่ฟๅ ๅ
ฅ-openmmlab-็คพๅบ-)
+- [๐ฅณ ๐ ๆๆฐ่ฟๅฑ ๐](#--ๆๆฐ่ฟๅฑ-)
+- [๐ ็ฎไป ๐](#-็ฎไป-)
+- [๐ ไธป่ฆๅ่ฝ ๐](#-ไธป่ฆๅ่ฝ-)
+- [๐ ๏ธ ๅฎ่ฃ
๐](#๏ธ-ๅฎ่ฃ
-)
+- [๐ ๆจกๅๅบ ๐](#-ๆจกๅๅบ-)
+- [๐จโ๐ซ ๆฐๆๅ
ฅ้จ ๐](#-ๆฐๆๅ
ฅ้จ-)
+- [๐ซ ่ฎธๅฏ่ฏ ๐](#-่ฎธๅฏ่ฏ-)
+- [๐๏ธ ๅผ็จ ๐](#๏ธ-ๅผ็จ-)
+- [๐ ๅไธ่ดก็ฎ ๐](#-ๅไธ่ดก็ฎ-)
+- [๐ค ่ด่ฐข ๐](#-่ด่ฐข-)
+- [๐๏ธ OpenMMLab ็ๅ
ถไป้กน็ฎ ๐](#๏ธ-openmmlab-็ๅ
ถไป้กน็ฎ-)
+- [โค๏ธ ๆฌข่ฟๅ ๅ
ฅ OpenMMLab ็คพๅบ ๐](#๏ธ-ๆฌข่ฟๅ ๅ
ฅ-openmmlab-็คพๅบ-)
## ๐ฅณ ๐ ๆๆฐ่ฟๅฑ [๐](#-table-of-contents)
@@ -150,7 +150,7 @@ pip install -v -e .
่กไธบ่ฏๅซ |
- C3D (CVPR'2014) |
+ C3D (ICCV'2015) |
TSN (ECCV'2016) |
I3D (CVPR'2017) |
C2D (CVPR'2018) |