RAW Reconstruction on RAW smartphone dataset 400 images (test)
38.82PSNR (RAW)UNet
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UNetEdit-aware loss=false2025.12 | 38.82 | 28.52 | 0.8693 | 5.89 | 28.17 | 0.8664 | 6.38 | 30.09 | 0.8956 | 4.9 | 28.73 | 0.9016 | 4.93 | 26.44 | 0.8463 | 6.88 | |
| CAM + Edit-awareEdit-aware loss=true2025.12 | 37.57 | 29.24 | 0.886 | 5.2 | 28.97 | 0.8819 | 5.54 | 30.72 | 0.9068 | 4.33 | 29.23 | 0.9121 | 4.54 | 27.43 | 0.8637 | 5.98 | |
| CAMEdit-aware loss=false2025.12 | 37.17 | 27.27 | 0.8644 | 7.12 | 26.95 | 0.8632 | 7.48 | 28.91 | 0.8951 | 5.91 | 27.7 | 0.8999 | 6.12 | 25.43 | 0.8456 | 8 | |
| UNet + Edit-awareEdit-aware loss=true2025.12 | 35.62 | 29.26 | 0.8832 | 5.3 | 29.01 | 0.8793 | 5.68 | 30.83 | 0.9032 | 4.36 | 29.32 | 0.9097 | 4.48 | 28.02 | 0.8635 | 5.75 | |
| RAWDiffEdit-aware loss=false2025.12 | 34.18 | 24.27 | 0.8584 | 9.5 | 23.96 | 0.8608 | 9.99 | 26.09 | 0.8965 | 8.25 | 25.33 | 0.9037 | 8.21 | 23.29 | 0.8484 | 9.91 | |
| RAWDiff + Edit-awareEdit-aware loss=true2025.12 | 33.37 | 25.44 | 0.8728 | 8.52 | 25.46 | 0.873 | 8.74 | 27.17 | 0.9014 | 7.26 | 25.66 | 0.9019 | 7.74 | 25.03 | 0.859 | 8.6 |