Raw Image Reconstruction on NUS dataset Sony SLT-A57
53.11PSNRNam et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Nam et al.fine-tuning=true, conditioned on sRGB images=true, extra bits for pixel locations=true2023.02 | 53.11 | 0.8438 | 0.9985 | |
| RIRconditioned on sRGB images=true2023.02 | 51.26 | 0.0325 | 0.9982 | |
| Nam et al.conditioned on sRGB images=true, extra bits for pixel locations=true2023.02 | 50.49 | 0.8438 | 0.9973 | |
| SAMconditioned on sRGB images=true2023.02 | 50.44 | 0.75 | 0.9982 | |
| R2LCMQuality=902023.02 | 43.43 | 0.0003 | 0.9882 | |
| Nam et al.Quality=902023.02 | 42.82 | 0.8438 | 0.9864 | |
| R2LCMQuality=702023.02 | 41.75 | 0.0003 | 0.9836 | |
| Nam et al.Quality=702023.02 | 41.42 | 0.8438 | 0.9825 | |
| SAM (higher bpp)Quality=902023.02 | 41.2 | 0.0095 | 0.9843 | |
| R2LCMQuality=502023.02 | 40.73 | 0.0003 | 0.9806 | |
| Nam et al.Quality=502023.02 | 40.04 | 0.8438 | 0.9797 | |
| SAM (higher bpp)Quality=702023.02 | 39.38 | 0.0095 | 0.978 | |
| R2LCMQuality=302023.02 | 39.18 | 0.0004 | 0.9757 | |
| Nam et al.Quality=302023.02 | 39.06 | 0.8438 | 0.975 | |
| SAM (higher bpp)Quality=502023.02 | 38.24 | 0.0095 | 0.9739 | |
| SAM (lower bpp)Quality=902023.02 | 36.78 | 0.001 | 0.9747 | |
| SAM (higher bpp)Quality=302023.02 | 36.12 | 0.0095 | 0.9677 | |
| R2LCMQuality=102023.02 | 34.31 | 0.0008 | 0.9515 | |
| Nam et al.Quality=102023.02 | 34.29 | 0.8438 | 0.9506 | |
| SAM (lower bpp)Quality=702023.02 | 33.9 | 0.001 | 0.9637 | |
| InvISPQuality=902023.02 | 33.68 | — | 0.9643 | |
| InvISPQuality=502023.02 | 32.97 | — | 0.9579 | |
| InvISPQuality=702023.02 | 32.97 | — | 0.9592 | |
| SAM (lower bpp)Quality=502023.02 | 32.05 | 0.001 | 0.9567 | |
| InvISPQuality=302023.02 | 30.89 | — | 0.9459 | |
| SAM (lower bpp)Quality=302023.02 | 29.65 | 0.001 | 0.9458 | |
| InvISPQuality=102023.02 | 29.12 | — | 0.9002 | |
| SAM (higher bpp)Quality=102023.02 | 27.83 | 0.0095 | 0.9374 | |
| SAM (lower bpp)Quality=102023.02 | 25.56 | 0.001 | 0.911 | |
| R2LCMconditioned on sRGB images=true, five-fold cross validation=true2023.02 | — | 0.0003 | — |