Image Enhancement on MIT-Adobe FiveK (test)
26.15PSNRMAXIM-2S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAXIM-2S2022.01 | 26.15 | 0.945 | |
| UEGAN2022.01 | 25 | 0.929 | |
| HWMNet2022.03 | 24.44 | 0.914 | |
| DPE2022.01 | 24.08 | 0.922 | |
| MIRNet-v22022.04 | 23.97 | 0.931 | |
| MIRNet2020.03 | 23.73 | 0.925 | |
| MIRNet2022.03 | 23.73 | 0.925 | |
| STAR-DCEParams(M)=0.03, FLOPs(G)=0.02, Time(ms)=25.172022.05 | 23.55 | — | |
| ParametricParams(M)=0.03, FLOPs(G)=0.05, Time(ms)=756.932022.05 | 23.2 | — | |
| Pix2PixParams(M)=54.41, FLOPs(G)=18.15, Time(ms)=1693.442022.05 | 23.05 | — | |
| DeepUPE2020.03 | 23.04 | 0.893 | |
| DeepUPE2022.04 | 23.04 | 0.893 | |
| DeepUPE2022.03 | 23.04 | 0.893 | |
| Exposure2022.01 | 22.35 | 0.861 | |
| HDRNetParams(M)=0.48, FLOPs(G)=0.17, Time(ms)=267.542022.05 | 22.31 | — | |
| DPE2020.03 | 22.15 | 0.85 | |
| DPE2022.04 | 22.15 | 0.85 | |
| DPE2022.03 | 22.15 | 0.85 | |
| HDRNet2020.03 | 21.96 | 0.866 | |
| HDRNet2022.04 | 21.96 | 0.866 | |
| HDRNet2022.03 | 21.96 | 0.866 | |
| UnfilteringParams(M)=148.02, FLOPs(G)=2.59, Time(ms)=816.562022.05 | 21.67 | — | |
| TreEnhance (Tree)Params(M)=11.32, FLOPs(G)=40.54, Time(ms)=397.142022.05 | 21.24 | — | |
| DR2020.03 | 20.97 | 0.841 | |
| DR2022.04 | 20.97 | 0.841 | |
| DR2022.03 | 20.97 | 0.841 | |
| DCE-NetParams(M)=0.08, FLOPs(G)=5.22, Time(ms)=44.722022.05 | 20.47 | — | |
| TreEnhance (Policy)Params(M)=11.32, FLOPs(G)=12.43, Time(ms)=66.912022.05 | 20.06 | — | |
| CycleGANParams(M)=11.37, FLOPs(G)=56.88, Time(ms)=1642.952022.05 | 19.38 | — | |
| W-Box2020.03 | 18.57 | 0.701 | |
| W-Box2022.04 | 18.57 | 0.701 | |
| W-Box2022.03 | 18.57 | 0.701 | |
| CycleGAN2022.01 | 18.23 | 0.835 | |
| EnlightenGAN2022.01 | 17.74 | 0.828 |