Raw Image Reconstruction on S24 (test)
46.22PSNRRaw-JPEG Adapter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Raw-JPEG AdapterQuality=95, DCT=included, Augmentations=excluded2025.09 | 46.22 | 98.6 | 99.72 | 2.35 | 12.87 | |
| Raw-JPEG AdapterQuality=95, DCT=included, Augmentations=included2025.09 | 46.19 | 98.58 | 99.71 | 2.32 | 13.02 | |
| Raw-JPEG AdapterQuality=95, DCT=excluded, Augmentations=included2025.09 | 46.12 | 98.61 | 99.72 | 2.46 | 12.29 | |
| Raw-JPEG AdapterQuality=95, DCT=excluded, Augmentations=excluded2025.09 | 45.97 | 98.58 | 99.71 | 2.4 | 12.58 | |
| JPEG + raw↔sRGBQuality=952025.09 | 45.42 | 98.52 | 99.62 | 2.58 | 11.83 | |
| JPEG + fixed gammaQuality=952025.09 | 45.42 | 98.42 | 99.65 | 2.15 | 14.06 | |
| JPEGQuality=952025.09 | 43.6 | 97.21 | 99.35 | 1.67 | 17.78 | |
| Raw-JPEG AdapterQuality=75, DCT=included, Augmentations=included2025.09 | 43.58 | 97.67 | 99.48 | 1.04 | 29.85 | |
| Raw-JPEG AdapterQuality=75, DCT=included, Augmentations=excluded2025.09 | 43.54 | 97.68 | 99.49 | 1.04 | 29.82 | |
| Raw-JPEG AdapterQuality=75, DCT=excluded, Augmentations=included2025.09 | 43.36 | 97.6 | 99.46 | 1.01 | 30.75 | |
| Raw-JPEG AdapterQuality=75, DCT=excluded, Augmentations=excluded2025.09 | 43.31 | 97.61 | 99.46 | 1.03 | 30.19 | |
| JPEG + raw↔sRGBQuality=752025.09 | 42.63 | 97.37 | 99.39 | 0.85 | 37.15 | |
| JPEG + fixed gammaQuality=752025.09 | 42.43 | 97.16 | 99.25 | 0.73 | 43.06 | |
| JPEG + OLMQuality=952025.09 | 42.42 | 96.84 | 99.25 | 1.64 | 17.98 | |
| Raw-JPEG AdapterQuality=50, DCT=included, Augmentations=excluded2025.09 | 41.92 | 96.99 | 99.26 | 0.71 | 43.43 | |
| Raw-JPEG AdapterQuality=50, DCT=included, Augmentations=included2025.09 | 41.88 | 96.98 | 99.25 | 0.71 | 43.73 | |
| Raw-JPEG AdapterQuality=50, DCT=excluded, Augmentations=included2025.09 | 41.73 | 96.87 | 99.2 | 0.69 | 45.1 | |
| Raw-JPEG AdapterQuality=50, DCT=excluded, Augmentations=excluded2025.09 | 41.69 | 96.91 | 99.22 | 0.7 | 44.11 | |
| JPEG + raw↔sRGBQuality=502025.09 | 41.26 | 96.58 | 99.07 | 0.53 | 60.23 | |
| JPEGQuality=752025.09 | 40.75 | 95.4 | 98.62 | 0.56 | 56.42 | |
| JPEG + fixed gammaQuality=502025.09 | 40.74 | 96.2 | 98.81 | 0.47 | 68 | |
| JPEG + OLMQuality=752025.09 | 40.33 | 95.17 | 98.56 | 0.55 | 57.2 | |
| Raw-JPEG AdapterQuality=25, DCT=included, Augmentations=included2025.09 | 39.82 | 95.88 | 98.78 | 0.48 | 63.84 | |
| Raw-JPEG AdapterQuality=25, DCT=included, Augmentations=excluded2025.09 | 39.7 | 95.83 | 98.77 | 0.49 | 62.92 | |
| Raw-JPEG AdapterQuality=25, DCT=excluded, Augmentations=included2025.09 | 39.49 | 95.7 | 98.69 | 0.47 | 65.13 | |
| JPEG + raw↔sRGBQuality=252025.09 | 39.41 | 95.25 | 98.39 | 0.33 | 92.99 | |
| Raw-JPEG AdapterQuality=25, DCT=excluded, Augmentations=excluded2025.09 | 39.35 | 95.71 | 98.69 | 0.48 | 63.78 | |
| JPEGQuality=502025.09 | 39.02 | 93.57 | 97.74 | 0.36 | 86.57 | |
| JPEG + OLMQuality=502025.09 | 38.9 | 93.53 | 97.71 | 0.36 | 87.43 | |
| JPEG + fixed gammaQuality=252025.09 | 38.3 | 94.51 | 97.82 | 0.3 | 101.32 | |
| JPEGQuality=252025.09 | 36.58 | 90.08 | 95.79 | 0.25 | 121.15 | |
| JPEG + OLMQuality=252025.09 | 36.53 | 90.09 | 95.77 | 0.25 | 121.87 | |
| LiteISPInput raw=Uncompressed, Quality=252025.09 | 25.95 | 90.41 | — | — | — | |
| LiteISPInput raw=Uncompressed, Quality=502025.09 | 25.95 | 90.41 | — | — | — | |
| LiteISPInput raw=Uncompressed, Quality=752025.09 | 25.95 | 90.41 | — | — | — | |
| LiteISPInput raw=Uncompressed, Quality=952025.09 | 25.95 | 90.41 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=95, DCT component=No2025.09 | 25.53 | 90.26 | — | — | — | |
| LiteISPInput raw=JPEG + fixed gamma, Quality=952025.09 | 25.38 | 90.04 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=95, DCT component=Yes2025.09 | 25.24 | 90.03 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=75, DCT component=No2025.09 | 24.6 | 87.99 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=75, DCT component=Yes2025.09 | 24.5 | 88.11 | — | — | — | |
| LiteISPInput raw=JPEG + fixed gamma, Quality=752025.09 | 24 | 85.8 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=50, DCT component=No2025.09 | 23.83 | 85.05 | — | — | — | |
| LiteISPInput raw=JPEG, Quality=952025.09 | 23.69 | 85.94 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=50, DCT component=Yes2025.09 | 23.32 | 84.78 | — | — | — | |
| LiteISPInput raw=JPEG + fixed gamma, Quality=502025.09 | 22.94 | 81.39 | — | — | — | |
| Invertible ISPInput raw=Uncompressed, Quality=252025.09 | 22.87 | 81.97 | — | — | — | |
| Invertible ISPInput raw=Uncompressed, Quality=502025.09 | 22.87 | 81.97 | — | — | — | |
| Invertible ISPInput raw=Uncompressed, Quality=752025.09 | 22.87 | 81.97 | — | — | — | |
| Invertible ISPInput raw=Uncompressed, Quality=952025.09 | 22.87 | 81.97 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=95, DCT component=No2025.09 | 22.82 | 80.91 | — | — | — | |
| Invertible ISPInput raw=JPEG + fixed gamma, Quality=952025.09 | 22.81 | 80.61 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=25, DCT component=No2025.09 | 22.77 | 80.32 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=95, DCT component=Yes2025.09 | 22.56 | 80.69 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=75, DCT component=No2025.09 | 22.54 | 81.19 | — | — | — | |
| Raw-JPEG AdapterISP Model=LiteISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=25, DCT component=Yes2025.09 | 22.53 | 80.43 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=75, DCT component=Yes2025.09 | 22.44 | 81.2 | — | — | — | |
| Invertible ISPInput raw=JPEG + fixed gamma, Quality=752025.09 | 22.42 | 80.17 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=50, DCT component=No2025.09 | 22.26 | 79.94 | — | — | — | |
| Invertible ISPInput raw=JPEG, Quality=952025.09 | 22.2 | 74.3 | — | — | — | |
| Invertible ISPInput raw=JPEG + fixed gamma, Quality=502025.09 | 22.01 | 77.41 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=50, DCT component=Yes2025.09 | 21.87 | 79.79 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/o DCT), Quality=25, DCT component=No2025.09 | 21.71 | 76.56 | — | — | — | |
| LiteISPInput raw=JPEG + fixed gamma, Quality=252025.09 | 21.5 | 73.39 | — | — | — | |
| Raw-JPEG AdapterISP Model=Invertible ISP, Input raw=Raw-JPEG Adapter (w/ DCT), Quality=25, DCT component=Yes2025.09 | 21.43 | 76.81 | — | — | — | |
| Invertible ISPInput raw=JPEG, Quality=752025.09 | 21.42 | 71.9 | — | — | — | |
| Invertible ISPInput raw=JPEG + fixed gamma, Quality=252025.09 | 21.18 | 71.31 | — | — | — | |
| LiteISPInput raw=JPEG, Quality=752025.09 | 20.78 | 78.99 | — | — | — | |
| Invertible ISPInput raw=JPEG, Quality=502025.09 | 20.56 | 66.66 | — | — | — | |
| LiteISPInput raw=JPEG, Quality=502025.09 | 19.4 | 72.64 | — | — | — | |
| Invertible ISPInput raw=JPEG, Quality=252025.09 | 18.91 | 58.51 | — | — | — | |
| LiteISPInput raw=JPEG, Quality=252025.09 | 17.48 | 62.69 | — | — | — |