diff --git a/docs/model_zoo.md b/docs/model_zoo.md
index ddca1f509..b68d1f873 100644
--- a/docs/model_zoo.md
+++ b/docs/model_zoo.md
@@ -81,6 +81,9 @@ Please refer to [ANN](https://github.com/open-mmlab/mmsegmentation/blob/master/c
 
 Please refer to [OCRNet](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/ocrnet) for details.
 
+### Fast-SCNN
+
+Please refer to [Fast-SCNN](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/fastscnn) for details.
 
 ### Mixed Precision (FP16) Training