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add NAFSSR benchmark

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achusky 2022-04-20 15:34:12 +08:00
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[![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
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![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)