Low-Light Image Enhancement on LOL_Blur Low-light 1.0 (test)
27.72PSNRDarkIR + I2I-RFR-CL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DarkIR + I2I-RFR-CLloss_design=composite-loss (pixel term replaced by t-reweighted counterpart)2026.03 | 27.72 | 0.9 | 0.103 | |
| LEDNet + I2I-RFR2026.03 | 27.42 | 0.874 | 0.138 | |
| DarkIR2026.03 | 27.31 | 0.896 | 0.111 | |
| DarkIR + I2I-RFR2026.03 | 27.19 | 0.897 | 0.106 | |
| Palette + I2I-RFR2026.03 | 26.88 | 0.875 | 0.141 | |
| LEDNet + I2I-RFR-CLloss_design=composite-loss (pixel term replaced by t-reweighted counterpart)2026.03 | 26.56 | 0.869 | 0.14 | |
| LEDNet2026.03 | 26.04 | 0.845 | 0.159 | |
| U-Net + I2I-RFR2026.03 | 22.48 | 0.826 | 0.184 | |
| PaAgentVenue=-2026.03 | 21.44 | 88 | — | |
| U-Net2026.03 | 20.45 | 0.764 | 0.267 | |
| DGSolverVenue=NIPS’252026.03 | 17.38 | 74 | — | |
| AdaIRVenue=ICLR’252026.03 | 13.31 | 54 | — | |
| DA-RCOTVenue=TPAMI’252026.03 | 12.57 | 51 | — | |
| DFPIRVenue=CVPR’252026.03 | 12.46 | 50 | — | |
| AgenticIRVenue=ICLR’252026.03 | 11.02 | 50 | — | |
| RAMVenue=ECCV’242026.03 | 9.1 | 29 | — | |
| GridFormerVenue=IJCV’242026.03 | 8.75 | 27 | — | |
| CPLIRVenue=TPAMI’252026.03 | 8.73 | 26 | — | |
| AWRaCLeVenue=AAAI’252026.03 | 8.57 | 24 | — | |
| NDR-RestoreVenue=TIP’242026.03 | 8.48 | 23 | — | |
| PromptIRVenue=NIPS’232026.03 | 8.18 | 18 | — | |
| Palette2026.03 | 8.03 | 0.007 | 0.936 |