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--- a/readme.md
+++ b/readme.md
@@ -1,5 +1,12 @@
 [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/simple-baselines-for-image-restoration/image-deblurring-on-gopro)](https://paperswithcode.com/sota/image-deblurring-on-gopro?p=simple-baselines-for-image-restoration)
 [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/simple-baselines-for-image-restoration/image-denoising-on-sidd)](https://paperswithcode.com/sota/image-denoising-on-sidd?p=simple-baselines-for-image-restoration)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-flickr1024-1)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-flickr1024-1?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-flickr1024-2)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-flickr1024-2?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-kitti2012-2x-1)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-kitti2012-2x-1?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-kitti2012-4x)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-kitti2012-4x?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-kitti2015-4x)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-kitti2015-4x?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-middlebury-1)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-middlebury-1?p=nafssr-stereo-image-super-resolution-using)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/nafssr-stereo-image-super-resolution-using/stereo-image-super-resolution-on-middlebury)](https://paperswithcode.com/sota/stereo-image-super-resolution-on-middlebury?p=nafssr-stereo-image-super-resolution-using)
 
 ## NAFNet: Nonlinear Activation Free Network for Image Restoration
 
@@ -18,7 +25,7 @@ The official pytorch implementation of the paper **[Simple Baselines for Image R
 ![PSNR_vs_MACs](./figures/PSNR_vs_MACs.jpg)
 
 ### News
-NAFNet based Stereo Image Super-Resolution solution won the **1st place** on the NTIRE 2022 Stereo Image Super-resolution Challenge! Coming Soon.
+NAFNet based Stereo Image Super-Resolution solution ([NAFSSR](https://arxiv.org/abs/2204.08714)) won the **1st place** on the NTIRE 2022 Stereo Image Super-resolution Challenge! 
 
 ### Installation
 This implementation based on [BasicSR](https://github.com/xinntao/BasicSR) which is a open source toolbox for image/video restoration tasks and [HINet](https://github.com/megvii-model/HINet)