# Image Denoising on Kodak24 Mixture noise Source: [Image Denoising on Kodak24 Mixture noise]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:42.920Z Evaluation of image denoising performance on the Kodak24 dataset corrupted by a mixture of noise types, 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 Mixture 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: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | Ours | 30.31 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 29.63 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 29.23 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 28.61 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 28.31 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 28.22 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 28.13 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 28.12 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 28.12 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 27.46 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 27.44 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 27.23 | Not recorded | 68fa6ecf1e209131cea424dd | | Ours | 26.91 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 26.53 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 26.22 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 26.11 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 25.73 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 25.69 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 25.67 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 24.96 | Not recorded | 68fa6ecf1e209131cea424dd | | Restormer | 24.05 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 23.55 | Not recorded | 68fa6ecf1e209131cea424dd | | Dropout | 23.49 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 23.28 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 23.13 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 23.03 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 22.9 | Not recorded | 68fa6ecf1e209131cea424dd | | DnCNN | 21.66 | Not recorded | 68fa6ecf1e209131cea424dd | | baseline | 21.44 | Not recorded | 68fa6ecf1e209131cea424dd | | RIDNet | 21.34 | Not recorded | 68fa6ecf1e209131cea424dd | | SwinIR | 21.29 | Not recorded | 68fa6ecf1e209131cea424dd | | RNAN | 21.19 | Not recorded | 68fa6ecf1e209131cea424dd | ### Ours PSNR: 30.31. Result ID: 69905f4e3a6c31484900134a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### Ours PSNR: 29.63. Result ID: 69905f4e3a6c31484900134b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### Restormer PSNR: 29.23. Result ID: 69905f4e3a6c31484900133e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### Dropout PSNR: 28.61. Result ID: 69905f4e3a6c314849001342. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### DnCNN PSNR: 28.31. Result ID: 69905f4e3a6c31484900132e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### Restormer PSNR: 28.22. Result ID: 69905f4e3a6c31484900133f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### RIDNet PSNR: 28.13. Result ID: 69905f4e3a6c314849001332. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### baseline PSNR: 28.12. Result ID: 69905f4e3a6c314849001346. [Reporting paper]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### Ours PSNR: 28.12. Result ID: 69905f4e3a6c31484900134c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### RNAN PSNR: 27.46. Result ID: 69905f4e3a6c314849001336. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### SwinIR PSNR: 27.44. Result ID: 69905f4e3a6c31484900133a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 1"}. This record does not assert independent reproduction. ### Dropout PSNR: 27.23. Result ID: 69905f4e3a6c314849001343. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### Ours PSNR: 26.91. Result ID: 69905f4e3a6c31484900134d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### DnCNN PSNR: 26.53. Result ID: 69905f4e3a6c31484900132f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### baseline PSNR: 26.22. Result ID: 69905f4e3a6c314849001347. [Reporting paper]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### RIDNet PSNR: 26.11. Result ID: 69905f4e3a6c314849001333. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### SwinIR PSNR: 25.73. Result ID: 69905f4e3a6c31484900133b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### Restormer PSNR: 25.69. Result ID: 69905f4e3a6c314849001340. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### RNAN PSNR: 25.67. Result ID: 69905f4e3a6c314849001337. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 2"}. This record does not assert independent reproduction. ### Dropout PSNR: 24.96. Result ID: 69905f4e3a6c314849001344. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### Restormer PSNR: 24.05. Result ID: 69905f4e3a6c314849001341. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### DnCNN PSNR: 23.55. Result ID: 69905f4e3a6c314849001330. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### Dropout PSNR: 23.49. Result ID: 69905f4e3a6c314849001345. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### baseline PSNR: 23.28. Result ID: 69905f4e3a6c314849001348. [Reporting paper]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### RIDNet PSNR: 23.13. Result ID: 69905f4e3a6c314849001334. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### SwinIR PSNR: 23.03. Result ID: 69905f4e3a6c31484900133c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### RNAN PSNR: 22.9. Result ID: 69905f4e3a6c314849001338. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 3"}. This record does not assert independent reproduction. ### DnCNN PSNR: 21.66. Result ID: 69905f4e3a6c314849001331. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### baseline PSNR: 21.44. Result ID: 69905f4e3a6c314849001349. [Reporting paper]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### RIDNet PSNR: 21.34. Result ID: 69905f4e3a6c314849001335. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### SwinIR PSNR: 21.29. Result ID: 69905f4e3a6c31484900133d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. ### RNAN PSNR: 21.19. Result ID: 69905f4e3a6c314849001339. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise level":"level 4"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.