Low-Light Image Enhancement on LSRW v1 (test)
19.281PSNRDiffLL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffLLevaluation_protocol=mean of five evaluations2023.06 | 19.281 | 55.2 | 0.35 | 45.294 | |
| ZeroIDIRType=UL2026.05 | 18.823 | 56.3 | 0.301 | — | |
| LightenDiffType=UL, Reference=ECCV’ 242026.05 | 18.388 | 52.5 | 0.313 | — | |
| URetinex-NetReference=CVPR' 222023.06 | 18.271 | 51.8 | 0.419 | 66.871 | |
| AnlightenDiffType=SL, Reference=TIP’ 242026.05 | 18.016 | 50.1 | 0.351 | — | |
| NeRCoType=UL, Reference=ICCV’ 232026.05 | 17.844 | 53.5 | 0.371 | — | |
| PairLIEType=UL, Reference=CVPR’ 232026.05 | 17.602 | 50.1 | 0.323 | — | |
| AGLLDiffType=UL, Reference=AAAI’ 252026.05 | 17.359 | 54.4 | 0.359 | — | |
| LIMEReference=TIP' 162023.06 | 17.342 | 52 | 0.471 | 75.595 | |
| UHDFour2xReference=ICLR' 23, downsample_factor=2x2023.06 | 17.3 | 52.9 | 0.443 | 62.032 | |
| UHDFourType=SL, Reference=ILCR’ 232026.05 | 17.3 | 52.9 | 0.362 | — | |
| PyDiffType=SL, Reference=IJCAI’ 232026.05 | 17.264 | 51 | 0.335 | — | |
| EnlightenGANReference=TIP' 212023.06 | 17.106 | 46.3 | 0.406 | 69.033 | |
| EnlightenGANType=UL, Reference=TIP’ 212026.05 | 17.106 | 46.3 | 0.322 | — | |
| QuadPriorType=UL, Reference=CVPR’ 242026.05 | 16.958 | 55.2 | 0.403 | — | |
| CDEFReference=TMM' 222023.06 | 16.758 | 46.5 | 0.399 | 62.78 | |
| DRBNReference=CVPR' 202023.06 | 16.734 | 50.7 | 0.457 | 80.727 | |
| UformerReference=CVPR' 22, retrained_on_LOLv1_training_set=true2023.06 | 16.591 | 49.4 | 0.435 | 82.299 | |
| WeatherDiffReference=TPAMI' 23, retrained_on_LOLv1_training_set=true, evaluation_protocol=mean of five evaluations2023.06 | 16.507 | 48.7 | 0.431 | 96.05 | |
| SNRNetReference=CVPR' 222023.06 | 16.499 | 50.5 | 0.419 | 65.807 | |
| MIRNetReference=ECCV' 202023.06 | 16.47 | 47.7 | 0.43 | 93.811 | |
| Reti-DiffType=SL, Reference=ICLR’ 252026.05 | 16.441 | 50.5 | 0.304 | — | |
| RestormerReference=CVPR' 22, retrained_on_LOLv1_training_set=true2023.06 | 16.303 | 45.3 | 0.427 | 69.219 | |
| NPEReference=TIP' 132023.06 | 16.188 | 38.4 | 0.44 | 90.132 | |
| KinD++Type=SL, Reference=IJCV’ 212026.05 | 16.085 | 39.4 | 0.366 | — | |
| Zero-DCEReference=CVPR' 202023.06 | 15.867 | 44.3 | 0.411 | 63.32 | |
| Zero-DCEType=UL, Reference=CVPR’ 202026.05 | 15.867 | 44.3 | 0.315 | — | |
| FourierDiffType=UL, Reference=CVPR’ 242026.05 | 15.643 | 45.8 | 0.322 | — | |
| RetinexNetReference=BMVC' 182023.06 | 15.609 | 41.4 | 0.454 | 108.35 | |
| RetinexNetType=SL, Reference=BMVC’ 182026.05 | 15.609 | 41.4 | 0.393 | — | |
| DSLRReference=TMM' 202023.06 | 15.259 | 44.1 | 0.464 | 84.93 | |
| SCIReference=CVPR' 222023.06 | 15.242 | 41.9 | 0.404 | 56.261 | |
| SCIType=UL, Reference=CVPR’ 222026.05 | 15.242 | 41.9 | 0.321 | — | |
| DDIMReference=ICLR' 21, retrained_on_LOLv1_training_set=true, evaluation_protocol=mean of five evaluations2023.06 | 14.858 | 48.6 | 0.495 | 71.812 | |
| RUASReference=CVPR' 212023.06 | 14.271 | 46.1 | 0.501 | 78.392 | |
| RUASType=UL, Reference=CVPR’ 212026.05 | 14.271 | 46.1 | 0.455 | — | |
| RELLIEReference=ACM MM' 212023.06 | 13.685 | 42.2 | 0.404 | 65.221 | |
| PaletteReference=SIGGRAPH' 22, retrained_on_LOLv1_training_set=true, evaluation_protocol=mean of five evaluations2023.06 | 13.57 | 47.6 | 0.479 | 73.841 | |
| SRIEReference=CVPR' 162023.06 | 13.357 | 41.5 | 0.399 | 69.082 | |
| GDPReference=CVPR' 23, evaluation_protocol=mean of five evaluations2023.06 | 12.887 | 36.2 | 0.412 | 76.908 |