Low-Light Image Enhancement on LOL4K UHD (test)
37.334PSNRLLFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLFormerArchitecture=Transformer-based2024.08 | 37.334 | 0.9862 | 0.02 | 0.0116 | |
| RestormerArchitecture=Transformer-based2024.08 | 36.9094 | 0.9881 | 0.0226 | 0.0117 | |
| ExpoMamba_lModel size=large, Dynamic adjustment=true2024.08 | 35.23 | 0.989 | 0.063 | 0.0451 | |
| UHD-Four2024.08 | 35.101 | 0.9901 | 0.021 | — | |
| UformerArchitecture=Transformer-based2024.08 | 29.987 | 0.9804 | 0.0342 | 0.0376 | |
| ExpoMamba_sModel size=small, Dynamic adjustment=true2024.08 | 28.33 | 0.973 | 0.082 | 0.0315 | |
| DSLRArchitecture=Unsupervised CNN2024.08 | 27.3361 | 0.9231 | 0.1217 | 0.0341 | |
| RetinexNetArchitecture=Unsupervised CNN2024.08 | 21.6702 | 0.9086 | 0.1478 | 0.069 | |
| KinDArchitecture=Unsupervised CNN2024.08 | 18.4638 | 0.8863 | 0.1297 | 0.106 | |
| ELGANConfig=Retinex-based/Unsupervised2024.08 | 18.3693 | 0.8642 | 0.1967 | 0.1011 | |
| Z-DCEArchitecture=Zero-shot2024.08 | 17.1873 | 0.8498 | 0.1925 | 0.1465 | |
| SRIEArchitecture=Supervised CNN2024.08 | 16.773 | 0.8365 | 0.1495 | 0.1416 | |
| Z-DCE++Architecture=Zero-shot2024.08 | 15.5793 | 0.8346 | 0.2223 | 0.1701 | |
| RUASConfig=Retinex-based/Unsupervised2024.08 | 14.6806 | 0.7575 | 0.2736 | 0.169 | |
| MSRCRArchitecture=Supervised CNN2024.08 | 12.5238 | 0.8106 | 0.2136 | 0.2039 |