Table 3 Evaluation of PSNR and SSIM for ablation on SRU, ARFCA across three test datasets.
From: Multi-branch low-light image iterative enhancement network
Model | LOL-v1 | LOLv2-Synthetic | TT100K-re | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
PSNR\(\uparrow\) | SSIM\(\uparrow\) | MSE\(\downarrow\) | LPIPS\(\downarrow\) | PSNR\(\uparrow\) | SSIM\(\uparrow\) | MSE\(\downarrow\) | LPIPS\(\downarrow\) | PSNR\(\uparrow\) | SSIM\(\uparrow\) | MSE\(\downarrow\) | LPIPS\(\downarrow\) | |
w/o SRU | 20.46 | 0.815 | 95.158 | 0.135 | 22.70 | 0.915 | 84.410 | 0.073 | 32.33 | 0.956 | 22.173 | 0.041 |
w/o ARFCA | 23.15 | 0.824 | 84.821 | 0.140 | 24.54 | 0.927 | 79.559 | 0.061 | 32.52 | 0.954 | 21.620 | 0.040 |
Ours | 23.33 | 0.829 | 83.627 | 0.116 | 25.48 | 0.931 | 72.879 | 0.055 | 33.50 | 0.957 | 19.452 | 0.033 |
