Wide-gamut color recovery on ProPhoto 1.0 (test)
0.0021RMSEMLP + enc. (no optimization)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MLP + enc. (no optimization)Metadata=48 KB, Optim. Time=37.05 sec2023.04 | 0.0021 | 0.0031 | 53.57 | 50.17 | |
| MLP (53KB) + enc.Metadata=53 KB, Optim. Time=16.29 sec2023.04 | 0.0021 | 0.003 | 53.73 | 50.33 | |
| MLP (23 KB) + enc.Metadata=23 KB, Optim. Time=16.32 sec2023.04 | 0.0021 | 0.0031 | 53.65 | 50.04 | |
| MLP (53KB) + enc. + meta init.Metadata=53 KB, Optim. Time=1.94 sec2023.04 | 0.0021 | 0.0032 | 53.4 | 50 | |
| MLP (23 KB) + enc. + meta init.Metadata=23 KB, Optim. Time=1.90 sec2023.04 | 0.0021 | 0.0032 | 53.36 | 49.93 | |
| ProPhoto-SampledMetadata=135 KB2023.04 | 0.0032 | 0.0051 | 49.78 | 45.9 | |
| SIREN-residualMetadata=796 KB, Optim. Time=118.98 mins2023.04 | 0.0033 | 0.0044 | 49.72 | 47.2 | |
| Soft Clip2023.04 | 0.0039 | 0.0042 | 48.17 | 47.54 | |
| SIREN (small)-residualMetadata=69 KB, Optim. Time=94.62 mins2023.04 | 0.004 | 0.0052 | 47.98 | 45.66 | |
| GamutNet2023.04 | 0.0052 | 0.0088 | 45.75 | 41.08 | |
| Clip2023.04 | 0.0069 | 0.0126 | 43.22 | 37.98 | |
| Pix2pix2023.04 | 0.0087 | 0.0167 | 41.24 | 35.55 | |
| Pix2pixHD2023.04 | 0.0157 | 0.0314 | 36.08 | 30.07 | |
| ASAPNet2023.04 | 0.0518 | 0.0993 | 25.72 | 20.06 | |
| SIRENMetadata=796 KB, Optim. Time=115.67 mins2023.04 | 0.0648 | 0.0421 | 23.77 | 27.52 |