# Image Denoising on Kodak (PSNR by Sigma) Source: [Image Denoising on Kodak (PSNR by Sigma)]() Collection index: [llms.txt]() Data updated: 2026-04-21T10:25:41.483Z Evaluation of image denoising performance on the Kodak dataset, reporting PSNR metrics specifically measured at noise levels sigma=15, sigma=25, and sigma=50. 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 | Image Denoising | | Dataset (including any stated split) | Kodak | | Metric | PSNR (dB, sigma=15) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 (dB, sigma=15)](): Higher is better; unit: SCALAR. - [PSNR (dB, sigma=25)](): Higher is better; unit: SCALAR. - [PSNR (dB, sigma=50)](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR (dB, sigma=15) | Result date | Report paper | | --- | --- | --- | --- | | Restormer | 35.44 | Not recorded | 69e704a47d0172140ec7ede1 | | DSCA-Former | 35.42 | Not recorded | 69e704a47d0172140ec7ede1 | | NLFeMF (25/15/9 nbr) | 35.37 | Not recorded | 69e704a47d0172140ec7ede1 | | NLFeMF (15/9/7 nbr) | 35.33 | Not recorded | 69e704a47d0172140ec7ede1 | | DRUNet | 35.31 | Not recorded | 69e704a47d0172140ec7ede1 | | NLFeMF (15/7/5 nbr) | 35.3 | Not recorded | 69e704a47d0172140ec7ede1 | | CTNet | 35.24 | Not recorded | 69e704a47d0172140ec7ede1 | | NLFeMF (15 nbr) | 34.88 | Not recorded | 69e704a47d0172140ec7ede1 | | FFDNet | 34.63 | Not recorded | 69e704a47d0172140ec7ede1 | | DnCNN | 34.6 | Not recorded | 69e704a47d0172140ec7ede1 | | BM3D | 34.28 | Not recorded | 69e704a47d0172140ec7ede1 | ### Restormer PSNR (dB, sigma=15): 35.44. Result ID: 69e7509347f34ce924ce3824. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"26.1"}. This record does not assert independent reproduction. ### DSCA-Former PSNR (dB, sigma=15): 35.42. Result ID: 69e7509347f34ce924ce3826. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"65.1"}. This record does not assert independent reproduction. ### NLFeMF (25/15/9 nbr) PSNR (dB, sigma=15): 35.37. Result ID: 69e7509347f34ce924ce382a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"15.3"}. This record does not assert independent reproduction. ### NLFeMF (15/9/7 nbr) PSNR (dB, sigma=15): 35.33. Result ID: 69e7509347f34ce924ce3829. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"7.5"}. This record does not assert independent reproduction. ### DRUNet PSNR (dB, sigma=15): 35.31. Result ID: 69e7509347f34ce924ce3823. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"32.6"}. This record does not assert independent reproduction. ### NLFeMF (15/7/5 nbr) PSNR (dB, sigma=15): 35.3. Result ID: 69e7509347f34ce924ce3828. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"5.4"}. This record does not assert independent reproduction. ### CTNet PSNR (dB, sigma=15): 35.24. Result ID: 69e7509347f34ce924ce3825. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"49.0"}. This record does not assert independent reproduction. ### NLFeMF (15 nbr) PSNR (dB, sigma=15): 34.88. Result ID: 69e7509347f34ce924ce3827. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.786"}. This record does not assert independent reproduction. ### FFDNet PSNR (dB, sigma=15): 34.63. Result ID: 69e7509347f34ce924ce3822. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"0.854"}. This record does not assert independent reproduction. ### DnCNN PSNR (dB, sigma=15): 34.6. Result ID: 69e7509347f34ce924ce3821. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"0.854"}. This record does not assert independent reproduction. ### BM3D PSNR (dB, sigma=15): 34.28. Result ID: 69e7509347f34ce924ce3820. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"-"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.