Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement

Benchmark Model Rank Results
image-enhancement-on-mit-adobe-5kRetinexformer#1PSNR on sRGB: 24.94SSIM on sRGB: 0.907PSNR on proRGB: 25.98
low-light-image-deblurring-and-enhancement-onRetinexFormer#3Average PSNR: 22.904SSIM: 0.824LPIPS: 0.236
low-light-image-enhancement-on-dicmRetinexformer#5User Study Score: 3.71
low-light-image-enhancement-on-limeRextinexformer#6User Study Score: 4.3
low-light-image-enhancement-on-lolRetinexformer_#8Average PSNR: 27.18SSIM: 0.850FLOPS (G): 15.57Params (M): 1.61
low-light-image-enhancement-on-lolRetinexformer#18Average PSNR: 25.16SSIM: 0.845FLOPS (G): 15.57Params (M): 1.61
low-light-image-enhancement-on-lol-v2Retinexformer#3Average PSNR: 22.80SSIM: 0.840
low-light-image-enhancement-on-lolv2Retinexformer#10Average PSNR: 27.71SSIM: 0.856
low-light-image-enhancement-on-lolv2-1Retinexformer#6Average PSNR: 29.04SSIM: 0.939
low-light-image-enhancement-on-mefRetinexformer#6User Study Score: 3.91
low-light-image-enhancement-on-npeRetinexformer#6User Study Score: 4.17
low-light-image-enhancement-on-vvRextinexformer#6User Study Score: 3.61
photo-retouching-on-mit-adobe-5kRetinexformer#3PSNR: 24.94SSIM: 0.907