diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -54,23 +54,39 @@ Before installing mmcv-full, make sure that PyTorch has been successfully instal
 
 We provide pre-built mmcv packages (recommended) with different PyTorch and CUDA versions to simplify the building.
 
-<table class="docutils"><tbody><tr><th width="80"> CUDA </th><th valign="bottom" align="left" width="100">torch 1.5</th><th valign="bottom" align="left" width="100">torch 1.4</th><th valign="bottom" align="left" width="100">torch 1.3</th></tr>
-<tr><td align="left">10.2</td><td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.5.0+cu102 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"> </td> <td align="left"> </td> </tr>
-<tr><td align="left">10.1</td><td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td></tr>
-<tr><td align="left">10.0</td><td align="left"> </td><td align="left"> </td> <td align="left"> </td> </tr>
-<tr><td align="left">9.2</td><td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td></tr>
-<tr><td align="left">cpu</td><td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
-</code></pre> </details> </td> </tr>
-</tbody></table>
+<table class="docutils">
+  <tbody>
+    <tr><th width="80"> CUDA </th><th valign="bottom" align="left" width="100">torch 1.6</th><th valign="bottom" align="left" width="100">torch 1.5</th><th valign="bottom" align="left" width="100">torch 1.4</th><th valign="bottom" align="left" width="100">torch 1.3</th></tr>
+    <tr>
+      <td align="left">10.2</td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.6.0+cu102 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.5.0+cu102 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"> </td>
+      <td align="left"> </td>
+    </tr>
+    <tr>
+      <td align="left">10.1</td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.6.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+    </tr>
+    <tr>
+      <td align="left">9.2</td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.6.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cu92 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+    </tr>
+    <tr>
+      <td align="left">cpu</td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.6.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code> pip install mmcv-full==latest+torch1.5.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.4.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+      <td align="left"><details><summary> install </summary><pre><code>pip install mmcv-full==latest+torch1.3.0+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html</code></pre> </details> </td>
+    </tr>
+  </tbody>
+</table>
 
 Another way is to compile locally by running