Controlling Vision-Language Models for Multi-Task Image Restoration

Benchmark Model Rank Results
single-image-deraining-on-rain100hDA-CLIP#2PSNR: 33.91SSIM: 0.926
image-dehazing-on-reside-6kDA-CLIP#6PSNR: 30.16SSIM: 0.936
single-image-deraining-on-rain100l-rgbIR-SDE + DA-CLIP (extra data)#6PSNR: 36.61SSIM: 0.967
low-light-image-enhancement-on-lolDA-CLIP#29Average PSNR: 23.77LPIPS: 0.083SSIM: 0.830