# Raw Image Reconstruction on NUS dataset Sony SLT-A57 Source: [Raw Image Reconstruction on NUS dataset Sony SLT-A57]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:41.423Z Evaluation of Raw Image Reconstruction performance on the NUS Sony SLT-A57 dataset, measured using bpp, PSNR, and SSIM. 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 | Raw Image Reconstruction | | Dataset (including any stated split) | NUS dataset Sony SLT-A57 | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [PSNR](): Higher is better; unit: SCALAR. - [bpp](): Lower is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | Nam et al. | 53.11 | Not recorded | 68fa6eaf1e209131cea41716 | | RIR | 51.26 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 50.49 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM | 50.44 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 43.43 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 42.82 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 41.75 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 41.42 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 41.2 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 40.73 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 40.04 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 39.38 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 39.18 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 39.06 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 38.24 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 36.78 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 36.12 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 34.31 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 34.29 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 33.9 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 33.68 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 32.97 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 32.97 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 32.05 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 30.89 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 29.65 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 29.12 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 27.83 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 25.56 | Not recorded | 68fa6eaf1e209131cea41716 | ### Nam et al. PSNR: 53.11. Result ID: 69903b2a3a6c314849ff14dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"fine-tuning":"true","conditioned on sRGB images":"true","extra bits for pixel locations":"true"}. This record does not assert independent reproduction. ### RIR PSNR: 51.26. Result ID: 69903b2a3a6c314849ff14d9. [Reporting paper]() Recorded evaluation configuration: {"conditioned on sRGB images":"true"}. This record does not assert independent reproduction. ### Nam et al. PSNR: 50.49. Result ID: 69903b2a3a6c314849ff14db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"conditioned on sRGB images":"true","extra bits for pixel locations":"true"}. This record does not assert independent reproduction. ### SAM PSNR: 50.44. Result ID: 69903b2a3a6c314849ff14da. [Reporting paper]() Recorded evaluation configuration: {"conditioned on sRGB images":"true"}. This record does not assert independent reproduction. ### R2LCM PSNR: 43.43. Result ID: 69903b2a3a6c314849ff14ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### Nam et al. PSNR: 42.82. Result ID: 69903b2a3a6c314849ff14cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### R2LCM PSNR: 41.75. Result ID: 69903b2a3a6c314849ff14c9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### Nam et al. PSNR: 41.42. Result ID: 69903b2a3a6c314849ff14c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 41.2. Result ID: 69903b2a3a6c314849ff14cc. [Reporting paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### R2LCM PSNR: 40.73. Result ID: 69903b2a3a6c314849ff14c4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### Nam et al. PSNR: 40.04. Result ID: 69903b2a3a6c314849ff14c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 39.38. Result ID: 69903b2a3a6c314849ff14c7. [Reporting paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### R2LCM PSNR: 39.18. Result ID: 69903b2a3a6c314849ff14bf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### Nam et al. PSNR: 39.06. Result ID: 69903b2a3a6c314849ff14be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 38.24. Result ID: 69903b2a3a6c314849ff14c2. [Reporting paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 36.78. Result ID: 69903b2a3a6c314849ff14cb. [Reporting paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 36.12. Result ID: 69903b2a3a6c314849ff14bd. [Reporting paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### R2LCM PSNR: 34.31. Result ID: 69903b2a3a6c314849ff14ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### Nam et al. PSNR: 34.29. Result ID: 69903b2a3a6c314849ff14b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 33.9. Result ID: 69903b2a3a6c314849ff14c6. [Reporting paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### InvISP PSNR: 33.68. Result ID: 69903b2a3a6c314849ff14ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### InvISP PSNR: 32.97. Result ID: 69903b2a3a6c314849ff14c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### InvISP PSNR: 32.97. Result ID: 69903b2a3a6c314849ff14c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 32.05. Result ID: 69903b2a3a6c314849ff14c1. [Reporting paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### InvISP PSNR: 30.89. Result ID: 69903b2a3a6c314849ff14bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 29.65. Result ID: 69903b2a3a6c314849ff14bc. [Reporting paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### InvISP PSNR: 29.12. Result ID: 69903b2a3a6c314849ff14b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 27.83. Result ID: 69903b2a3a6c314849ff14b8. [Reporting paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 25.56. Result ID: 69903b2a3a6c314849ff14b7. [Reporting paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.