Raw Image Reconstruction on NUS dataset Olympus E-PL6
51.54PSNRNam et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Nam et al.fine-tuning=true, conditioned on sRGB images=true, extra bits for pixel locations=true2023.02 | 51.54 | 0.8438 | 0.998 | |
| Nam et al.conditioned on sRGB images=true, extra bits for pixel locations=true2023.02 | 50.71 | 0.8438 | 0.9975 | |
| SAMconditioned on sRGB images=true2023.02 | 49.35 | 0.75 | 0.9978 | |
| RIRconditioned on sRGB images=true2023.02 | 48.42 | 0.0325 | 0.9924 | |
| R2LCMQuality=902023.02 | 42.98 | 0.0003 | 0.9856 | |
| Nam et al.Quality=902023.02 | 42.33 | 0.8438 | 0.9838 | |
| R2LCMQuality=702023.02 | 41.36 | 0.0003 | 0.9807 | |
| Nam et al.Quality=702023.02 | 41.01 | 0.8438 | 0.9769 | |
| SAM (higher bpp)Quality=902023.02 | 40.79 | 0.0095 | 0.9812 | |
| R2LCMQuality=502023.02 | 40.33 | 0.0003 | 0.9776 | |
| Nam et al.Quality=502023.02 | 40.07 | 0.8438 | 0.9767 | |
| SAM (higher bpp)Quality=702023.02 | 38.96 | 0.0095 | 0.9745 | |
| R2LCMQuality=302023.02 | 38.81 | 0.0004 | 0.9729 | |
| Nam et al.Quality=302023.02 | 38.7 | 0.8438 | 0.9723 | |
| SAM (higher bpp)Quality=502023.02 | 37.77 | 0.0095 | 0.9705 | |
| SAM (lower bpp)Quality=902023.02 | 36.6 | 0.001 | 0.9712 | |
| SAM (higher bpp)Quality=302023.02 | 35.87 | 0.0095 | 0.9648 | |
| SAM (lower bpp)Quality=702023.02 | 34.14 | 0.001 | 0.962 | |
| R2LCMQuality=102023.02 | 34.04 | 0.0008 | 0.9482 | |
| Nam et al.Quality=102023.02 | 34.03 | 0.8438 | 0.9477 | |
| InvISPQuality=902023.02 | 33.74 | — | 0.9598 | |
| InvISPQuality=502023.02 | 32.91 | — | 0.9529 | |
| InvISPQuality=702023.02 | 32.91 | — | 0.9553 | |
| SAM (lower bpp)Quality=502023.02 | 32.41 | 0.001 | 0.9559 | |
| InvISPQuality=302023.02 | 31.76 | — | 0.9421 | |
| SAM (lower bpp)Quality=302023.02 | 30.21 | 0.001 | 0.9465 | |
| InvISPQuality=102023.02 | 29.12 | — | 0.898 | |
| SAM (higher bpp)Quality=102023.02 | 28.22 | 0.0095 | 0.9376 | |
| SAM (lower bpp)Quality=102023.02 | 25.24 | 0.001 | 0.9094 | |
| R2LCMconditioned on sRGB images=true, five-fold cross validation=true2023.02 | — | 0.0003 | — |