Activating More Pixels in Image Super-Resolution Transformer

Benchmark Model Rank Results
image-super-resolution-on-bsd100-2x-upscalingHAT-L#6PSNR: 32.74SSIM: 0.9066
image-super-resolution-on-bsd100-2x-upscalingHAT#8PSNR: 32.69SSIM: 0.9060
image-super-resolution-on-bsd100-3x-upscalingHAT-L#2PSNR: 29.63SSIM: 0.8191
image-super-resolution-on-bsd100-3x-upscalingHAT#4PSNR: 29.59SSIM: 0.8177
image-super-resolution-on-bsd100-4x-upscalingHAT-L#3PSNR: 28.09SSIM: 0.7551
image-super-resolution-on-bsd100-4x-upscalingHAT#6PSNR: 28.05SSIM: 0.7534
image-super-resolution-on-manga109-2xHAT-L#3PSNR: 41.01SSIM: 0.9831
image-super-resolution-on-manga109-2xHAT#5PSNR: 40.71SSIM: 0.9819
image-super-resolution-on-manga109-3xHAT-L#2PSNR: 36.02SSIM: 0.9576
image-super-resolution-on-manga109-3xHAT#4PSNR: 35.84SSIM: 0.9567
image-super-resolution-on-manga109-4xHAT-L#3SSIM: 0.9335PSNR: 33.09
image-super-resolution-on-manga109-4xHAT#5SSIM: 0.9319PSNR: 32.87
image-super-resolution-on-set14-2x-upscalingHAT-L#3PSNR: 35.29SSIM: 0.9293
image-super-resolution-on-set14-2x-upscalingHAT#5PSNR: 35.13SSIM: 0.9282
image-super-resolution-on-set14-3x-upscalingHAT-L#1PSNR: 31.47SSIM: 0.8584
image-super-resolution-on-set14-3x-upscalingHAT#4PSNR: 31.33SSIM: 0.8576
image-super-resolution-on-set14-4x-upscalingHAT-L#3PSNR: 29.47SSIM: 0.8015
image-super-resolution-on-set14-4x-upscalingHAT#6PSNR: 29.38SSIM: 0.8001
image-super-resolution-on-set5-2x-upscalingHAT-L#3PSNR: 38.91SSIM: 0.9646
image-super-resolution-on-set5-2x-upscalingHAT#5PSNR: 38.73SSIM: 0.9637
image-super-resolution-on-set5-3x-upscalingHAT-L#3PSNR: 35.28SSIM: 0.9345
image-super-resolution-on-set5-3x-upscalingHAT#6PSNR: 35.16SSIM: 0.9335
image-super-resolution-on-set5-4x-upscalingHAT-L#2PSNR: 33.30SSIM: 0.9083
image-super-resolution-on-urban100-2xHAT-L#3PSNR: 35.09SSIM: 0.9505
image-super-resolution-on-urban100-2xHAT#5PSNR: 34.81SSIM: 0.9489
image-super-resolution-on-urban100-3xHAT-L#2PSNR: 30.92SSIM: 0.8981
image-super-resolution-on-urban100-3xHAT#4PSNR: 30.70SSIM: 0.8949
image-super-resolution-on-urban100-4xHAT-L#3PSNR: 28.60SSIM: 0.8498
image-super-resolution-on-urban100-4xHAT#6PSNR: 28.37SSIM: 0.8447