ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution

Benchmark Model Rank Results
image-super-resolution-on-bsd100-2x-upscalingSwinIR + ADD+–PSNR: 32.51
image-super-resolution-on-bsd100-4x-upscalingSwinIR + ADD+–PSNR: 27.85
image-super-resolution-on-manga109-2x-upscalingSwinIR + ADD+–PSNR: 39.99
image-super-resolution-on-manga109-4x-upscalingSwinIR + ADD+–PSNR: 31.6
image-super-resolution-on-set14-2x-upscalingSwinIR + ADD+–PSNR: 34.49
image-super-resolution-on-set14-4x-upscalingSwinIR + ADD+–PSNR: 28.99
image-super-resolution-on-set5-2x-upscalingSwinIR + ADD+–PSNR: 38.43
image-super-resolution-on-set5-4x-upscalingSwinIR + ADD+–PSNR: 32.71
image-super-resolution-on-urban100-2x-upscalingSwinIR + ADD+–PSNR: 33.9
image-super-resolution-on-urban100-4x-upscalingSwinIR + ADD+–PSNR: 27.13