Low-light Enhancement on DID (413 HD pairs)
32.24PSNRTempRetinex
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TempRetinexType=Video, Reverse Inference Strategy=true, Histogram Matching=true2025.11 | 32.24 | 90.8 | 0.283 | 9.65 | |
| Wakeup-DarknessType=Image, Histogram Matching=true2025.11 | 30.12 | 85.2 | 0.324 | 11.11 | |
| Zero-IGType=Image, Histogram Matching=true2025.11 | 25.84 | 85.4 | 0.386 | 7.03 | |
| SDSDNetType=Video, Histogram Matching=false, Supervision=Supervised2025.11 | 21.88 | 83.4 | 0.216 | — | |
| Wakeup-DarknessType=Image, Histogram Matching=false2025.11 | 20.93 | 80.1 | 0.323 | 11.11 | |
| Zero-DCEType=Image, Histogram Matching=true2025.11 | 20.13 | 65.5 | 0.462 | 10.62 | |
| TempRetinexType=Video, Reverse Inference Strategy=true, Histogram Matching=false2025.11 | 19.27 | 84.9 | 0.314 | 9.65 | |
| Zero-IGType=Image, Histogram Matching=false2025.11 | 14.25 | 78.5 | 0.38 | 7.03 | |
| Zero-DCEType=Image, Histogram Matching=false2025.11 | 14.08 | 68.6 | 0.404 | 10.62 |