# Wide-gamut color recovery on ProPhoto 1.0 (test) Source: [Wide-gamut color recovery on ProPhoto 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:55.416Z Evaluation of wide-gamut color recovery performance on the test split of the ProPhoto 1.0 dataset, measured using RMSE and PSNR variants. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Wide-gamut color recovery | | Dataset (including any stated split) | ProPhoto 1.0 (test) | | Metric | RMSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [RMSE](): Lower is better; unit: SCALAR. - [RMSE (Original)](): Lower is better; unit: SCALAR. - [PSNR](): Higher is better; unit: SCALAR. - [PSNR (Original)](): Higher is better; unit: SCALAR. ## Recorded results | Method | RMSE | Result date | Report paper | | --- | --- | --- | --- | | MLP + enc. (no optimization) | 0.0021 | Not recorded | 68fa6f2b1e209131cea443a8 | | MLP (53KB) + enc. | 0.0021 | Not recorded | 68fa6f2b1e209131cea443a8 | | MLP (23 KB) + enc. | 0.0021 | Not recorded | 68fa6f2b1e209131cea443a8 | | MLP (53KB) + enc. + meta init. | 0.0021 | Not recorded | 68fa6f2b1e209131cea443a8 | | MLP (23 KB) + enc. + meta init. | 0.0021 | Not recorded | 68fa6f2b1e209131cea443a8 | | ProPhoto-Sampled | 0.0032 | Not recorded | 68fa6f2b1e209131cea443a8 | | SIREN-residual | 0.0033 | Not recorded | 68fa6f2b1e209131cea443a8 | | Soft Clip | 0.0039 | Not recorded | 68fa6f2b1e209131cea443a8 | | SIREN (small)-residual | 0.004 | Not recorded | 68fa6f2b1e209131cea443a8 | | GamutNet | 0.0052 | Not recorded | 68fa6f2b1e209131cea443a8 | | Clip | 0.0069 | Not recorded | 68fa6f2b1e209131cea443a8 | | Pix2pix | 0.0087 | Not recorded | 68fa6f2b1e209131cea443a8 | | Pix2pixHD | 0.0157 | Not recorded | 68fa6f2b1e209131cea443a8 | | ASAPNet | 0.0518 | Not recorded | 68fa6f2b1e209131cea443a8 | | SIREN | 0.0648 | Not recorded | 68fa6f2b1e209131cea443a8 | ### MLP + enc. (no optimization) RMSE: 0.0021. Result ID: 69909a693a6c31484901cdcb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":"48 KB","Optim. Time":"37.05 sec"}. This record does not assert independent reproduction. ### MLP (53KB) + enc. RMSE: 0.0021. Result ID: 69909a693a6c31484901cdcc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":"53 KB","Optim. Time":"16.29 sec"}. This record does not assert independent reproduction. ### MLP (23 KB) + enc. RMSE: 0.0021. Result ID: 69909a693a6c31484901cdcd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":"23 KB","Optim. Time":"16.32 sec"}. This record does not assert independent reproduction. ### MLP (53KB) + enc. + meta init. RMSE: 0.0021. Result ID: 69909a693a6c31484901cdce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":"53 KB","Optim. Time":"1.94 sec"}. This record does not assert independent reproduction. ### MLP (23 KB) + enc. + meta init. RMSE: 0.0021. Result ID: 69909a693a6c31484901cdcf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":"23 KB","Optim. Time":"1.90 sec"}. This record does not assert independent reproduction. ### ProPhoto-Sampled RMSE: 0.0032. Result ID: 69909a693a6c31484901cdc7. [Reporting paper]() Recorded evaluation configuration: {"Metadata":"135 KB","Optim. Time":null}. This record does not assert independent reproduction. ### SIREN-residual RMSE: 0.0033. Result ID: 69909a693a6c31484901cdc9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Metadata":"796 KB","Optim. Time":"118.98 mins"}. This record does not assert independent reproduction. ### Soft Clip RMSE: 0.0039. Result ID: 69909a693a6c31484901cdc2. [Reporting paper]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### SIREN (small)-residual RMSE: 0.004. Result ID: 69909a693a6c31484901cdca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Metadata":"69 KB","Optim. Time":"94.62 mins"}. This record does not assert independent reproduction. ### GamutNet RMSE: 0.0052. Result ID: 69909a693a6c31484901cdc6. [Reporting paper]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### Clip RMSE: 0.0069. Result ID: 69909a693a6c31484901cdc1. [Reporting paper]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### Pix2pix RMSE: 0.0087. Result ID: 69909a693a6c31484901cdc3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### Pix2pixHD RMSE: 0.0157. Result ID: 69909a693a6c31484901cdc4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### ASAPNet RMSE: 0.0518. Result ID: 69909a693a6c31484901cdc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Metadata":null,"Optim. Time":null}. This record does not assert independent reproduction. ### SIREN RMSE: 0.0648. Result ID: 69909a693a6c31484901cdc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Metadata":"796 KB","Optim. Time":"115.67 mins"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.