diff --git a/README.md b/README.md
index 7bc3051079a0d7c6f2c3a22831893e461cfc0885..cdc123c4c66049d13c667068df97c86e09704b1b 100644
--- a/README.md
+++ b/README.md
@@ -99,6 +99,7 @@ Supported methods:
 - [x] [CornerNet](configs/cornernet/README.md)
 - [x] [Side-Aware Boundary Localization](configs/sabl/README.md)
 - [x] [YOLOv3](configs/yolo/README.md)
+- [x] [PAA](configs/paa/README.md)
 
 Some other methods are also supported in [projects using MMDetection](./docs/projects.md).
 
diff --git a/docs/model_zoo.md b/docs/model_zoo.md
index 8b31e8fc7c4dae060356be928bd559b1dc1771be..b171dc6e9ff2fe95569aba1bc9d40e42c252ba1e 100644
--- a/docs/model_zoo.md
+++ b/docs/model_zoo.md
@@ -150,6 +150,12 @@ Please refer to [CornerNet](https://github.com/open-mmlab/mmdetection/blob/maste
 ### YOLOv3
 Please refer to [YOLOv3](https://github.com/open-mmlab/mmdetection/blob/master/configs/yolo) for details.
 
+### PAA
+Please refer to [PAA](https://github.com/open-mmlab/mmdetection/blob/master/configs/paa) for details.
+
+### SABL
+Please refer to [SABL](https://github.com/open-mmlab/mmdetection/blob/master/configs/sabl) for details.
+
 ### Other datasets
 
 We also benchmark some methods on [PASCAL VOC](https://github.com/open-mmlab/mmdetection/blob/master/configs/pascal_voc), [Cityscapes](https://github.com/open-mmlab/mmdetection/blob/master/configs/cityscapes) and [WIDER FACE](https://github.com/open-mmlab/mmdetection/blob/master/configs/wider_face).