Low-light image restoration on 0.35 µm F/1.66 15 dB SNR 1.0 (test)
30.89PSNR (dB)Neural ISP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Neural ISPParams (M)=4.7, TMAC/MP=1.1, Frame configuration=MF2026.06 | 30.89 | 97.2 | 0.171 | 621 | 687.6 | |
| Neural ISPParams (M)=4.5, TMAC/MP=0.9, Frame configuration=SF2026.06 | 29.91 | 95.4 | 0.225 | 509.1 | 655.1 | |
| BurstormerParams (M)=3.4, TMAC/MP=15.5, Frame configuration=MF, Training status=retrained2026.06 | 26.98 | 92.3 | 0.368 | 275.3 | 285.4 | |
| BurstMParams (M)=14.2, TMAC/MP=47*, Frame configuration=MF, Training status=retrained2026.06 | 26.29 | 91 | 0.374 | 241.4 | 254.4 | |
| Traditional ISPFrame configuration=MF2026.06 | 25.99 | 87.8 | 0.414 | 193.1 | 198.3 | |
| Traditional ISPFrame configuration=SF2026.06 | 25.54 | 86.4 | 0.482 | 206.2 | 199 | |
| BurstMParams (M)=14.0, TMAC/MP=47*, Frame configuration=MF, Training status=off-the-shelf2026.06 | 25.25 | 85.9 | 0.437 | 217.2 | 245.3 | |
| BurstormerParams (M)=3.1, TMAC/MP=15.5, Frame configuration=MF, Training status=off-the-shelf2026.06 | 24.49 | 80 | 0.645 | 222 | 237.9 |