Low-Light Image Enhancement on NPE (NIQE, BRISQUE, PI)
3.427NIQEDiffLL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiffLL2023.06 | 3.427 | 15.789 | 2.597 | |
| UformerRetrained on LOLv1 training set=true2023.06 | 3.51 | 16.239 | 2.871 | |
| WeatherDiffRetrained on LOLv1 training set=true2023.06 | 3.677 | 20.262 | 2.878 | |
| DDIMRetrained on LOLv1 training set=true2023.06 | 3.679 | 18.996 | 2.87 | |
| RestormerRetrained on LOLv1 training set=true2023.06 | 3.729 | 16.668 | 2.862 | |
| EnlightenGAN2023.06 | 3.775 | 21.157 | 2.953 | |
| PaletteRetrained on LOLv1 training set=true2023.06 | 3.777 | 16.006 | 3.018 | |
| MIRNet2023.06 | 3.81 | 23.658 | 3.205 | |
| Zero-DCE2023.06 | 3.826 | 21.835 | 2.918 | |
| DRBN2023.06 | 3.921 | 25.336 | 3.267 | |
| SNRNet2023.06 | 3.94 | 28.419 | 3.278 | |
| URetinex-Net2023.06 | 4.028 | 26.094 | 3.153 | |
| GDP2023.06 | 4.032 | 19.527 | 3.097 | |
| UHDFourScale=2x2023.06 | 4.049 | 15.934 | 3.135 | |
| SCI2023.06 | 4.124 | 28.887 | 3.534 | |
| LIME2023.06 | 4.17 | 28.944 | 3.789 | |
| RUAS2023.06 | 7.198 | 48.976 | 5.651 |