Multi-level Wavelet-CNN for Image Restoration

Benchmark Model Rank Results
grayscale-image-denoising-on-bsd68-sigma15MWCNN#6PSNR: 31.86
grayscale-image-denoising-on-bsd68-sigma25MWCNN#3PSNR: 29.41
grayscale-image-denoising-on-bsd68-sigma50MWCNN#3PSNR: 26.53
grayscale-image-denoising-on-set12-sigma15MWCNN#3PSNR: 33.15
grayscale-image-denoising-on-set12-sigma25MWCNN#2PSNR: 30.79
grayscale-image-denoising-on-set12-sigma50MWCNN#2PSNR: 27.74
grayscale-image-denoising-on-urban100-sigma15MWCNN#5PSNR: 33.17
grayscale-image-denoising-on-urban100-sigma25MWCNN#7PSNR: 30.66
grayscale-image-denoising-on-urban100-sigma50MWCNN#7PSNR: 27.42
image-super-resolution-on-bsd100-2x-upscalingMWCNN#18PSNR: 32.23
image-super-resolution-on-bsd100-3x-upscalingMWCNN#12PSNR: 29.12
image-super-resolution-on-bsd100-4x-upscalingMWCNN#27PSNR: 27.62SSIM: 0.7355
image-super-resolution-on-set14-2x-upscalingMWCNN#18PSNR: 33.7
image-super-resolution-on-set14-3x-upscalingMWCNN#15PSNR: 30.16
image-super-resolution-on-set14-4x-upscalingMWCNN#59PSNR: 28.41SSIM: 0.7816
image-super-resolution-on-set5-2x-upscalingMWCNN#23PSNR: 37.91
image-super-resolution-on-set5-3x-upscalingMWCNN#19PSNR: 34.17
image-super-resolution-on-urban100-2xMWCNN#18PSNR: 32.3
image-super-resolution-on-urban100-3xMWCNN#16PSNR: 28.13
image-super-resolution-on-urban100-4xMWCNN#36PSNR: 26.27SSIM: 0.7890
jpeg-artifact-correction-on-classic5-qualityMWCNN#3PSNR: 30.01
jpeg-artifact-correction-on-classic5-quality-1MWCNN#3PSNR: 32.16
jpeg-artifact-correction-on-classic5-quality-2MWCNN#3PSNR: 33.43
jpeg-artifact-correction-on-classic5-quality-3MWCNN#3PSNR: 34.27
jpeg-artifact-correction-on-icb-quality-10MWCNN#3PSNR: 30.76PSNR-B: 31.21SSIM: 0.779
jpeg-artifact-correction-on-icb-quality-20MWCNN#3PSNR: 32.79PSNR-B: 33.32SSIM: 0.812
jpeg-artifact-correction-on-icb-quality-30MWCNN#3PSNR: 34.11PSNR-B: 34.69SSIM: 0.845
jpeg-artifact-correction-on-live1-quality-10MWCNN#3PSNR: 27.45PSNR-B: 27.44SSIM: 0.808
jpeg-artifact-correction-on-live1-quality-10-1MWCNN#3PSNR: 29.69PSNR-B: 29.39SSIM: 0.8357
jpeg-artifact-correction-on-live1-quality-20MWCNN#3PSNR: 29.80PSNR-B: 29.78SSIM: 0.877
jpeg-artifact-correction-on-live1-quality-20-1MWCNN#3PSNR: 32.04PSNR-B: 31.83SSIM: 0.8989
jpeg-artifact-correction-on-live1-quality-30-1MWCNN#3PSNR: 33.45
jpeg-artifact-correction-on-live1-quality-40MWCNN#3PSNR: 34.45