Photo Retouching on FiveK 480p resolution (test)
25.5PSNRSA-3DLUT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SA-3DLUTnumber of parameters=4.5M2022.04 | 25.5 | — | — | 2.27 | |
| 3D-LUT + AdaIntnumber of parameters=619.7K2022.04 | 25.49 | 0.926 | 7.47 | 1.29 | |
| 3D-LUTnumber of parameters=593.5K2022.04 | 25.29 | 0.923 | 7.55 | 1.17 | |
| Image-Adaptive 3D LUTTraining setting=pairwise2020.09 | 25.21 | 0.922 | 7.61 | — | |
| CSRNetnumber of parameters=36.4K2022.04 | 25.17 | 0.924 | 7.75 | 3.09 | |
| DeepLPFnumber of parameters=1.7M2022.04 | 24.73 | 0.916 | 7.99 | 32.12 | |
| HDRNetnumber of parameters=483.1K2022.04 | 24.66 | 0.915 | 8.06 | 3.49 | |
| HDRNetTraining setting=pairwise2020.09 | 24.32 | 0.912 | 8.49 | — | |
| DPETraining setting=pairwise2020.09 | 23.75 | 0.908 | 9.34 | — | |
| DPEnumber of parameters=3.4M2022.04 | 23.75 | 0.908 | 9.34 | 7.21 | |
| Ourslearning_setting=unpaired2020.09 | 22.86 | 0.887 | 10.28 | — | |
| UIElearning_setting=unpaired2020.09 | 22.11 | 0.879 | 11.21 | — | |
| DPElearning_setting=unpaired2020.09 | 21.99 | 0.875 | 11.4 | — | |
| Dis-RecTraining setting=pairwise2020.09 | 21.98 | 0.856 | 10.42 | — | |
| UPETraining setting=pairwise2020.09 | 21.88 | 0.853 | 10.8 | — | |
| UPEnumber of parameters=927.1K2022.04 | 21.88 | 0.853 | 10.8 | 4.27 | |
| Camera Rawlearning_setting=unpaired2020.09 | 21.61 | 0.854 | 11.83 | — | |
| Camera RawLearning=unpaired, Resolution=480p2020.09 | 21.61 | 0.854 | 11.83 | — | |
| Image-Adaptive 3D LUTLearning=unpaired, Resolution=480p2020.09 | 21.6 | 0.852 | 11.95 | — | |
| White-Boxlearning_setting=unpaired2020.09 | 21.32 | 0.864 | 12.65 | — | |
| CycGANlearning_setting=unpaired2020.09 | 20.98 | 0.831 | 13.28 | — | |
| Pix2Pixlearning_setting=unpaired2020.09 | 19.21 | 0.814 | 14.76 | — | |
| UIELearning=unpaired, Resolution=480p2020.09 | 17.83 | 0.772 | 19.74 | — | |
| DPELearning=unpaired, Resolution=480p2020.09 | 17.68 | 0.764 | 20.13 | — | |
| White-BoxLearning=unpaired, Resolution=480p2020.09 | 17.62 | 0.752 | 20.47 | — | |
| CycleGANLearning=unpaired, Resolution=480p2020.09 | 17.01 | 0.729 | 23.64 | — | |
| Pix2PixLearning=unpaired, Resolution=480p2020.09 | 14.91 | 0.678 | 27.26 | — |