diff --git a/README_cn.md b/README_cn.md
index 84985a82396cbacf447ff286f10386bfcfd8dfc0..eeeee411573f65b84d37d8e3b49b1f2407f0d1cd 100644
--- a/README_cn.md
+++ b/README_cn.md
@@ -226,6 +226,8 @@ PaddleDetection模块化地实现了多种主流目标检测算法，提供了
     - [PP-YOLO模型](configs/ppyolo/README_cn.md)
     - [676类目标检测](docs/featured_model/LARGE_SCALE_DET_MODEL.md)
     - [两阶段实用模型PSS-Det](configs/rcnn_enhance/README.md)
+- 通用实例分割：
+    - [SOLOv2](configs/solov2/README.md)
 - 垂类领域
     - [人脸检测](docs/featured_model/FACE_DETECTION.md)
     - [行人检测](docs/featured_model/CONTRIB_cn.md)
diff --git a/README_en.md b/README_en.md
index 29e8e131681b372a07a7e463f734e553ac4cfa78..9a676666375ea3f19f9240365ae2ab99bb2b85f0 100644
--- a/README_en.md
+++ b/README_en.md
@@ -244,6 +244,8 @@ All these models can be get in [Model Zoo](#ModelZoo)
   - [PP-YOLO](configs/ppyolo/README_cn.md)
   - [676 classes of object detection](docs/featured_model/LARGE_SCALE_DET_MODEL.md)
   - [Two-stage practical PSS-Det](configs/rcnn_enhance/README.md)
+- Universal instance segmentation
+  - [SOLOv2](configs/solov2/README.md)
 - Vertical field
   - [Face detection](docs/featured_model/FACE_DETECTION.md)
   - [Pedestrian detection](docs/featured_model/CONTRIB_cn.md)