# Raw Image Reconstruction on NUS Samsung NX2000 Source: [Raw Image Reconstruction on NUS Samsung NX2000]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:41.387Z Evaluation of Raw Image Reconstruction performance on the NUS Samsung NX2000 dataset, measured using 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 Samsung NX2000 | | 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. - [Bits Per Pixel](): Lower is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | Nam et al. | 49.57 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 48.08 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM | 47.03 | Not recorded | 68fa6eaf1e209131cea41716 | | RIR | 45.66 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 41.19 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 40.32 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 39.59 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 39.17 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 39.13 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 38.67 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 38.34 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 37.42 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 37.4 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 37.21 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 36.32 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 34.37 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 34.24 | Not recorded | 68fa6eaf1e209131cea41716 | | R2LCM | 33.13 | Not recorded | 68fa6eaf1e209131cea41716 | | Nam et al. | 33.06 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 32.08 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 31.55 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 30.86 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 30.78 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 30.02 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 28.88 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 28.71 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (higher bpp) | 27.94 | Not recorded | 68fa6eaf1e209131cea41716 | | InvISP | 26.62 | Not recorded | 68fa6eaf1e209131cea41716 | | SAM (lower bpp) | 24.42 | Not recorded | 68fa6eaf1e209131cea41716 | ### Nam et al. PSNR: 49.57. Result ID: 69903b2a3a6c314849ff14d2. [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. ### Nam et al. PSNR: 48.08. Result ID: 69903b2a3a6c314849ff14d1. [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: 47.03. Result ID: 69903b2a3a6c314849ff14d0. [Reporting paper]() Recorded evaluation configuration: {"conditioned on sRGB images":"true"}. This record does not assert independent reproduction. ### RIR PSNR: 45.66. Result ID: 69903b2a3a6c314849ff14cf. [Reporting paper]() Recorded evaluation configuration: {"conditioned on sRGB images":"true"}. This record does not assert independent reproduction. ### R2LCM PSNR: 41.19. Result ID: 69903b2a3a6c314849ff149c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### Nam et al. PSNR: 40.32. Result ID: 69903b2a3a6c314849ff149b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### R2LCM PSNR: 39.59. Result ID: 69903b2a3a6c314849ff1497. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 39.17. Result ID: 69903b2a3a6c314849ff149a. [Reporting paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### Nam et al. PSNR: 39.13. Result ID: 69903b2a3a6c314849ff1496. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### R2LCM PSNR: 38.67. Result ID: 69903b2a3a6c314849ff1492. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### Nam et al. PSNR: 38.34. Result ID: 69903b2a3a6c314849ff1491. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 37.42. Result ID: 69903b2a3a6c314849ff1495. [Reporting paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### R2LCM PSNR: 37.4. Result ID: 69903b2a3a6c314849ff148d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### Nam et al. PSNR: 37.21. Result ID: 69903b2a3a6c314849ff148c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 36.32. Result ID: 69903b2a3a6c314849ff1490. [Reporting paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 34.37. Result ID: 69903b2a3a6c314849ff1499. [Reporting paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 34.24. Result ID: 69903b2a3a6c314849ff148b. [Reporting paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### R2LCM PSNR: 33.13. Result ID: 69903b2a3a6c314849ff1488. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### Nam et al. PSNR: 33.06. Result ID: 69903b2a3a6c314849ff1487. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 32.08. Result ID: 69903b2a3a6c314849ff1494. [Reporting paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### InvISP PSNR: 31.55. Result ID: 69903b2a3a6c314849ff1498. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":90}. This record does not assert independent reproduction. ### InvISP PSNR: 30.86. Result ID: 69903b2a3a6c314849ff1493. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":70}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 30.78. Result ID: 69903b2a3a6c314849ff148f. [Reporting paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### InvISP PSNR: 30.02. Result ID: 69903b2a3a6c314849ff148e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":50}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 28.88. Result ID: 69903b2a3a6c314849ff148a. [Reporting paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### InvISP PSNR: 28.71. Result ID: 69903b2a3a6c314849ff1489. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":30}. This record does not assert independent reproduction. ### SAM (higher bpp) PSNR: 27.94. Result ID: 69903b2a3a6c314849ff1486. [Reporting paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### InvISP PSNR: 26.62. Result ID: 69903b2a3a6c314849ff1484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Quality":10}. This record does not assert independent reproduction. ### SAM (lower bpp) PSNR: 24.42. Result ID: 69903b2a3a6c314849ff1485. [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.