# Image Denoising on Kodak24 Salt & pepper noise Source: [Image Denoising on Kodak24 Salt & pepper noise]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:42.904Z Evaluation of image denoising performance on the Kodak24 dataset corrupted specifically by Salt & pepper noise, measured using PSNR, SSIM, and LPIPS. 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) | Kodak24 Salt & pepper noise | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 32 of 32 | | 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. - [SSIM](): Higher is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | Ours | 30.52 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 28.48 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 27.44 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 25.36 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 25.19 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 25.01 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 24.75 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 24.36 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 23.81 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 23.59 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 23.42 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 22.48 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 21.93 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 21.38 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 21.15 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 21.01 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 20.99 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 20.42 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 20.21 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 19.79 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 19.25 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 19.03 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 18.42 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 17.65 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 17.55 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 17.21 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 17 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 16.46 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 15.6 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 15.47 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 15.31 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 15.14 | Not recorded | 68fa6ecf1e209131cea424dd | ### Ours PSNR: 30.52. Result ID: 69905f4e3a6c31484900132a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### Ours PSNR: 28.48. Result ID: 69905f4e3a6c31484900132b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### Dropout PSNR: 27.44. Result ID: 69905f4e3a6c314849001322. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### baseline PSNR: 25.36. Result ID: 69905f4e3a6c314849001326. [Reporting paper]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### RIDNet PSNR: 25.19. Result ID: 69905f4e3a6c314849001312. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### Ours PSNR: 25.01. Result ID: 69905f4e3a6c31484900132c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### DnCNN PSNR: 24.75. Result ID: 69905f4e3a6c31484900130e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### Dropout PSNR: 24.36. Result ID: 69905f4e3a6c314849001323. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### Restormer PSNR: 23.81. Result ID: 69905f4e3a6c31484900131e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### RNAN PSNR: 23.59. Result ID: 69905f4e3a6c314849001316. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### SwinIR PSNR: 23.42. Result ID: 69905f4e3a6c31484900131a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.002"}. This record does not assert independent reproduction. ### Ours PSNR: 22.48. Result ID: 69905f4e3a6c31484900132d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### baseline PSNR: 21.93. Result ID: 69905f4e3a6c314849001327. [Reporting paper]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### RIDNet PSNR: 21.38. Result ID: 69905f4e3a6c314849001313. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### DnCNN PSNR: 21.15. Result ID: 69905f4e3a6c31484900130f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### Dropout PSNR: 21.01. Result ID: 69905f4e3a6c314849001324. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### Restormer PSNR: 20.99. Result ID: 69905f4e3a6c31484900131f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### RNAN PSNR: 20.42. Result ID: 69905f4e3a6c314849001317. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### SwinIR PSNR: 20.21. Result ID: 69905f4e3a6c31484900131b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.004"}. This record does not assert independent reproduction. ### Restormer PSNR: 19.79. Result ID: 69905f4e3a6c314849001320. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### Restormer PSNR: 19.25. Result ID: 69905f4e3a6c314849001321. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### Dropout PSNR: 19.03. Result ID: 69905f4e3a6c314849001325. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### baseline PSNR: 18.42. Result ID: 69905f4e3a6c314849001328. [Reporting paper]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### RIDNet PSNR: 17.65. Result ID: 69905f4e3a6c314849001314. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### DnCNN PSNR: 17.55. Result ID: 69905f4e3a6c314849001310. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### RNAN PSNR: 17.21. Result ID: 69905f4e3a6c314849001318. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### SwinIR PSNR: 17. Result ID: 69905f4e3a6c31484900131c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.008"}. This record does not assert independent reproduction. ### baseline PSNR: 16.46. Result ID: 69905f4e3a6c314849001329. [Reporting paper]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### RIDNet PSNR: 15.6. Result ID: 69905f4e3a6c314849001315. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### DnCNN PSNR: 15.47. Result ID: 69905f4e3a6c314849001311. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### RNAN PSNR: 15.31. Result ID: 69905f4e3a6c314849001319. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. ### SwinIR PSNR: 15.14. Result ID: 69905f4e3a6c31484900131d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level (d)":"0.012"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.