Low-light Enhancement on BVI-RLV 40 dynamic scenes
32.63PSNRRetinexformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RetinexformerType=Image, Histogram Matching=false, Supervision=Supervised2025.11 | 32.63 | 90.6 | 0.265 | — | |
| BVI-MambaType=Video, Histogram Matching=false, Supervision=Supervised2025.11 | 31.22 | 91.2 | 0.071 | — | |
| BVI-CDMType=Video, Histogram Matching=false, Supervision=Supervised2025.11 | 30.51 | 88.8 | 0.089 | — | |
| TempRetinexType=Video, Reverse Inference Strategy=true, Histogram Matching=true2025.11 | 30.27 | 87.7 | 0.327 | 5.29 | |
| TempRetinexType=Video, Reverse Inference Strategy=false, Histogram Matching=true2025.11 | 30.16 | 87.4 | 0.331 | 5.33 | |
| Wakeup-DarknessType=Image, Histogram Matching=true2025.11 | 28.43 | 77.4 | 0.348 | 8.84 | |
| Zero-TIGType=Video, Histogram Matching=true2025.11 | 28.05 | 85.4 | 0.368 | 6.27 | |
| Zero-IGType=Image, Histogram Matching=true2025.11 | 27.84 | 83.4 | 0.37 | 5.27 | |
| NeRCoType=Image, Histogram Matching=true2025.11 | 27.67 | 82.2 | 0.402 | 7.39 | |
| TempRetinexType=Video, Reverse Inference Strategy=true, Histogram Matching=false2025.11 | 25.11 | 82.9 | 0.338 | 5.29 | |
| TempRetinexType=Video, Reverse Inference Strategy=false, Histogram Matching=false2025.11 | 25.02 | 82.4 | 0.344 | 5.33 | |
| CoLIEType=Image, Histogram Matching=true2025.11 | 24.15 | 64.6 | 0.431 | 11.5 | |
| SGZSLType=Video, Histogram Matching=true2025.11 | 24.03 | 72.3 | 0.38 | 12.17 | |
| NeRCoType=Image, Histogram Matching=false2025.11 | 21.05 | 70.5 | 0.431 | 7.39 | |
| SDSDNetType=Video, Histogram Matching=false, Supervision=Supervised2025.11 | 20.69 | 72.6 | 0.148 | — | |
| Wakeup-DarknessType=Image, Histogram Matching=false2025.11 | 19.83 | 73.4 | 0.342 | 8.84 | |
| Zero-IGType=Image, Histogram Matching=false2025.11 | 19.37 | 63.9 | 0.398 | 5.27 | |
| Zero-TIGType=Video, Histogram Matching=false2025.11 | 19.34 | 79 | 0.36 | 6.27 | |
| Zero-DCEType=Image, Histogram Matching=true2025.11 | 18.93 | 48.8 | 0.507 | 16.05 | |
| RUASType=Image, Histogram Matching=true2025.11 | 18.52 | 71.2 | 0.515 | 6.7 | |
| CoLIEType=Image, Histogram Matching=false2025.11 | 18.21 | 58.3 | 0.41 | 11.5 | |
| EnlightenGANType=Image, Histogram Matching=true2025.11 | 17.88 | 55 | 0.522 | 12.26 | |
| EnlightenGANType=Image, Histogram Matching=false2025.11 | 15.49 | 51.8 | 0.515 | 12.26 | |
| RUASType=Image, Histogram Matching=false2025.11 | 15.31 | 63.1 | 0.481 | 6.7 | |
| SGZSLType=Video, Histogram Matching=false2025.11 | 13.42 | 57.7 | 0.42 | 12.17 | |
| Zero-DCEType=Image, Histogram Matching=false2025.11 | 10.54 | 43 | 0.528 | 16.05 |