Neural ISP on Nighttime raw ISO 1600 (test)
39.74PSNRSupervised
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupervisedTraining data composition=Purely real2022.06 | 39.74 | 0.9541 | |
| Ours (90% Synthetic + 10% Real)Training data composition=Mix of synthetic and real2022.06 | 39.04 | 0.9477 | |
| Ours (95% Synthetic + 5% Real)Training data composition=Mix of synthetic and real2022.06 | 38.32 | 0.9419 | |
| OursTraining data composition=Synthetic only (day-to-night synthesis)2022.06 | 37.41 | 0.9368 | |
| Global relightTraining data composition=Synthetic only2022.06 | 36.84 | 0.9353 | |
| Day dimmedTraining data composition=Synthetic only2022.06 | 36.13 | 0.9254 | |
| DayTraining data composition=Synthetic only2022.06 | 36.1 | 0.9215 | |
| CycleGANTraining data composition=Synthetic only2022.06 | 35.26 | 0.8968 |