diff --git a/README.md b/README.md
index 6b1c3f4e7f0..c47492b84d3 100644
--- a/README.md
+++ b/README.md
@@ -132,6 +132,7 @@ Results and models are available in the [model zoo](docs/en/model_zoo.md).
             <li><a href="configs/double_heads">Double-Head R-CNN (CVPR'2020)</a></li>
             <li><a href="configs/atss">ATSS (CVPR'2020)</a></li>
             <li><a href="configs/nas_fcos">NAS-FCOS (CVPR'2020)</a></li>
+            <li><a href="configs/centripetalnet">CentripetalNet (CVPR'2020)</a></li>
             <li><a href="configs/autoassign">AutoAssign (ArXiv'2020)</a></li>
             <li><a href="configs/sabl">Side-Aware Boundary Localization (ECCV'2020)</a></li>
             <li><a href="configs/dynamic_rcnn">Dynamic R-CNN (ECCV'2020)</a></li>
@@ -143,7 +144,6 @@ Results and models are available in the [model zoo](docs/en/model_zoo.md).
             <li><a href="configs/yolox">YOLOX (CVPR'2021)</a></li>
             <li><a href="configs/deformable_detr">Deformable DETR (ICLR'2021)</a></li>
             <li><a href="configs/tood">TOOD (ICCV'2021)</a></li>
-            <li><a href="configs/centripetalnet">CentripetalNet (CVPR'2020)</a></li>
       </ul>
       </td>
       <td>
@@ -157,6 +157,7 @@ Results and models are available in the [model zoo](docs/en/model_zoo.md).
           <li><a href="configs/solo">SOLO (ECCV'2020)</a></li>
           <li><a href="configs/point_rend">PointRend (CVPR'2020)</a></li>
           <li><a href="configs/detectors">DetectoRS (ArXiv'2020)</a></li>
+          <li><a href="configs/solov2">SOLOv2 (NeurIPS'2020)</a></li>
           <li><a href="configs/scnet">SCNet (AAAI'2021)</a></li>
           <li><a href="configs/queryinst">QueryInst (ICCV'2021)</a></li>
         </ul>
diff --git a/README_zh-CN.md b/README_zh-CN.md
index 382f7b5c067..d19fd115995 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -131,6 +131,7 @@ MMDetection 是一个基于 PyTorch 的目标检测开源工具箱。它是 [Ope
             <li><a href="configs/double_heads">Double-Head R-CNN (CVPR'2020)</a></li>
             <li><a href="configs/atss">ATSS (CVPR'2020)</a></li>
             <li><a href="configs/nas_fcos">NAS-FCOS (CVPR'2020)</a></li>
+            <li><a href="configs/centripetalnet">CentripetalNet (CVPR'2020)</a></li>
             <li><a href="configs/autoassign">AutoAssign (ArXiv'2020)</a></li>
             <li><a href="configs/sabl">Side-Aware Boundary Localization (ECCV'2020)</a></li>
             <li><a href="configs/dynamic_rcnn">Dynamic R-CNN (ECCV'2020)</a></li>
@@ -142,7 +143,6 @@ MMDetection 是一个基于 PyTorch 的目标检测开源工具箱。它是 [Ope
             <li><a href="configs/yolox">YOLOX (CVPR'2021)</a></li>
             <li><a href="configs/deformable_detr">Deformable DETR (ICLR'2021)</a></li>
             <li><a href="configs/tood">TOOD (ICCV'2021)</a></li>
-            <li><a href="configs/centripetalnet">CentripetalNet (CVPR'2020)</a></li>
       </ul>
       </td>
       <td>
@@ -156,6 +156,7 @@ MMDetection 是一个基于 PyTorch 的目标检测开源工具箱。它是 [Ope
           <li><a href="configs/solo">SOLO (ECCV'2020)</a></li>
           <li><a href="configs/point_rend">PointRend (CVPR'2020)</a></li>
           <li><a href="configs/detectors">DetectoRS (ArXiv'2020)</a></li>
+          <li><a href="configs/solov2">SOLOv2 (NeurIPS'2020)</a></li>
           <li><a href="configs/scnet">SCNet (AAAI'2021)</a></li>
           <li><a href="configs/queryinst">QueryInst (ICCV'2021)</a></li>
         </ul>