Neural ISP on Nighttime raw (ISO 3200) (test)
38.16PSNRSupervised
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupervisedTraining data composition=Purely real2022.06 | 38.16 | 94.19 | |
| Ours (90% Synthetic + 10% Real)Training data composition=Mix of synthetic and real2022.06 | 37.54 | 93.52 | |
| Ours (95% Synthetic + 5% Real)Training data composition=Mix of synthetic and real2022.06 | 36.6 | 92.06 | |
| OursTraining data composition=Synthetic only (day-to-night synthesis)2022.06 | 35.7 | 91.42 | |
| Global relightTraining data composition=Synthetic only2022.06 | 35.63 | 91.62 | |
| CycleGANTraining data composition=Synthetic only2022.06 | 33.58 | 87.6 | |
| DayTraining data composition=Synthetic only2022.06 | 33.55 | 89.6 | |
| Day dimmedTraining data composition=Synthetic only2022.06 | 33.47 | 89.69 |