# Image Denoising on SIDD Benchmark official (test) Source: [Image Denoising on SIDD Benchmark official (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:01.917Z Evaluation of Image Denoising performance on the official test split of the SIDD Benchmark 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 | Image Denoising | | Dataset (including any stated split) | SIDD Benchmark official (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | InvDN | 39.28 | Not recorded | 68fa72dd1e209131cea5901f | | VDN | 39.26 | Not recorded | 68fa72dd1e209131cea5901f | | DANet | 39.25 | Not recorded | 68fa72dd1e209131cea5901f | | AINDNet(R) | 38.84 | Not recorded | 68fa72dd1e209131cea5901f | | RIDNet | 37.87 | Not recorded | 68fa72dd1e209131cea5901f | | AT-BSN (D) | 37.78 | Not recorded | 68fa72dd1e209131cea5901f | | AT-BSN (D) | 37.77 | Not recorded | 68fa72dd1e209131cea5901f | | DnCNN | 37.61 | Not recorded | 68fa72dd1e209131cea5901f | | SDAP (E) | 37.53 | Not recorded | 68fa72dd1e209131cea5901f | | Spatially-Adaptive (UNet) | 37.41 | Not recorded | 68fa72dd1e209131cea5901f | | Spatially-Adaptive (UNet) | 37.37 | Not recorded | 68fa72dd1e209131cea5901f | | LG-BPN | 37.28 | Not recorded | 68fa72dd1e209131cea5901f | | SDAP (E) | 37.24 | Not recorded | 68fa72dd1e209131cea5901f | | AP-BSN + R3 | 36.91 | Not recorded | 68fa72dd1e209131cea5901f | | C-BSN | 36.82 | Not recorded | 68fa72dd1e209131cea5901f | | AT-BSN | 36.74 | Not recorded | 68fa72dd1e209131cea5901f | | AT-BSN | 36.73 | Not recorded | 68fa72dd1e209131cea5901f | | AP-BSN + R3 | 35.97 | Not recorded | 68fa72dd1e209131cea5901f | | C2N | 35.35 | Not recorded | 68fa72dd1e209131cea5901f | | R2R | 34.78 | Not recorded | 68fa72dd1e209131cea5901f | | CVF-SID | 34.71 | Not recorded | 68fa72dd1e209131cea5901f | | CVF-SID | 34.43 | Not recorded | 68fa72dd1e209131cea5901f | | CBDNet | 33.28 | Not recorded | 68fa72dd1e209131cea5901f | | Noise2Self | 29.56 | Not recorded | 68fa72dd1e209131cea5901f | | Noise2Void | 27.68 | Not recorded | 68fa72dd1e209131cea5901f | | WNNM | 25.78 | Not recorded | 68fa72dd1e209131cea5901f | | BM3D | 25.65 | Not recorded | 68fa72dd1e209131cea5901f | ### InvDN PSNR: 39.28. Result ID: 6992840b3a6c3148490f7bd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### VDN PSNR: 39.26. Result ID: 6992840b3a6c3148490f7bce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### DANet PSNR: 39.25. Result ID: 6992840b3a6c3148490f7bd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### AINDNet(R) PSNR: 38.84. Result ID: 6992840b3a6c3148490f7bcf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### RIDNet PSNR: 37.87. Result ID: 6992840b3a6c3148490f7bcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### AT-BSN (D) PSNR: 37.78. Result ID: 6992840b3a6c3148490f7be3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### AT-BSN (D) PSNR: 37.77. Result ID: 6992840b3a6c3148490f7be2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### DnCNN PSNR: 37.61. Result ID: 6992840b3a6c3148490f7bcb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### SDAP (E) PSNR: 37.53. Result ID: 6992840b3a6c3148490f7bdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### Spatially-Adaptive (UNet) PSNR: 37.41. Result ID: 6992840b3a6c3148490f7bde. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### Spatially-Adaptive (UNet) PSNR: 37.37. Result ID: 6992840b3a6c3148490f7bdf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### LG-BPN PSNR: 37.28. Result ID: 6992840b3a6c3148490f7bdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised"}. This record does not assert independent reproduction. ### SDAP (E) PSNR: 37.24. Result ID: 6992840b3a6c3148490f7bdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### AP-BSN + R3 PSNR: 36.91. Result ID: 6992840b3a6c3148490f7bd9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### C-BSN PSNR: 36.82. Result ID: 6992840b3a6c3148490f7bda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised"}. This record does not assert independent reproduction. ### AT-BSN PSNR: 36.74. Result ID: 6992840b3a6c3148490f7be1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### AT-BSN PSNR: 36.73. Result ID: 6992840b3a6c3148490f7be0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### AP-BSN + R3 PSNR: 35.97. Result ID: 6992840b3a6c3148490f7bd8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### C2N PSNR: 35.35. Result ID: 6992840b3a6c3148490f7bd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Unpaired"}. This record does not assert independent reproduction. ### R2R PSNR: 34.78. Result ID: 6992840b3a6c3148490f7bd5. [Reporting paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised"}. This record does not assert independent reproduction. ### CVF-SID PSNR: 34.71. Result ID: 6992840b3a6c3148490f7bd7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":true}. This record does not assert independent reproduction. ### CVF-SID PSNR: 34.43. Result ID: 6992840b3a6c3148490f7bd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised","trained\_directly\_on\_benchmark":false}. This record does not assert independent reproduction. ### CBDNet PSNR: 33.28. Result ID: 6992840b3a6c3148490f7bcc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Learning Paradigm":"Supervised"}. This record does not assert independent reproduction. ### Noise2Self PSNR: 29.56. Result ID: 6992840b3a6c3148490f7bd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised"}. This record does not assert independent reproduction. ### Noise2Void PSNR: 27.68. Result ID: 6992840b3a6c3148490f7bd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Paradigm":"Self-Supervised"}. This record does not assert independent reproduction. ### WNNM PSNR: 25.78. Result ID: 6992840b3a6c3148490f7bca. [Reporting paper]() Recorded evaluation configuration: {"Learning Paradigm":"Non-Learning"}. This record does not assert independent reproduction. ### BM3D PSNR: 25.65. Result ID: 6992840b3a6c3148490f7bc9. [Reporting paper]() Recorded evaluation configuration: {"Learning Paradigm":"Non-Learning"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.