# Image Restoration on Sensor Noise Synthetic raw-RGB (test) Source: [Image Restoration on Sensor Noise Synthetic raw-RGB (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:40.077Z Evaluation of Image Restoration performance on the test split of the Sensor Noise Synthetic raw-RGB dataset, 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 Restoration | | Dataset (including any stated split) | Sensor Noise Synthetic raw-RGB (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | Baseliner | 36.1 | Not recorded | 68fa6de11e209131cea3ca56 | | N2N | 34.67 | Not recorded | 68fa6de11e209131cea3ca56 | | Baselinew | 34.52 | Not recorded | 68fa6de11e209131cea3ca56 | | SelfIR | 34.51 | Not recorded | 68fa6de11e209131cea3ca56 | | DnCNN | 33.81 | Not recorded | 68fa6de11e209131cea3ca56 | | DBSN | 33.59 | Not recorded | 68fa6de11e209131cea3ca56 | | Blind2Unblind | 33.3 | Not recorded | 68fa6de11e209131cea3ca56 | | Laine19-pme | 33.28 | Not recorded | 68fa6de11e209131cea3ca56 | | Neighbor2Neighbor | 32.82 | Not recorded | 68fa6de11e209131cea3ca56 | | Laine19-mu | 32.74 | Not recorded | 68fa6de11e209131cea3ca56 | | R2R | 32.21 | Not recorded | 68fa6de11e209131cea3ca56 | | N2V | 31.39 | Not recorded | 68fa6de11e209131cea3ca56 | | DeepDeblur | 29.75 | Not recorded | 68fa6de11e209131cea3ca56 | | BaselineB | 28.14 | Not recorded | 68fa6de11e209131cea3ca56 | ### Baseliner PSNR: 36.1. Result ID: 698fed8b3a6c314849fcd87e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Task Category":"IR"}. This record does not assert independent reproduction. ### N2N PSNR: 34.67. Result ID: 698fed8b3a6c314849fcd87f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### Baselinew PSNR: 34.52. Result ID: 698fed8b3a6c314849fcd87c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### SelfIR PSNR: 34.51. Result ID: 698fed8b3a6c314849fcd887. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Self-Supervised"}. This record does not assert independent reproduction. ### DnCNN PSNR: 33.81. Result ID: 698fed8b3a6c314849fcd87d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### DBSN PSNR: 33.59. Result ID: 698fed8b3a6c314849fcd883. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### Blind2Unblind PSNR: 33.3. Result ID: 698fed8b3a6c314849fcd886. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### Laine19-pme PSNR: 33.28. Result ID: 698fed8b3a6c314849fcd882. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### Neighbor2Neighbor PSNR: 32.82. Result ID: 698fed8b3a6c314849fcd885. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### Laine19-mu PSNR: 32.74. Result ID: 698fed8b3a6c314849fcd881. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### R2R PSNR: 32.21. Result ID: 698fed8b3a6c314849fcd884. [Reporting paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### N2V PSNR: 31.39. Result ID: 698fed8b3a6c314849fcd880. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Self-Supervised","Task Category":"Denoising"}. This record does not assert independent reproduction. ### DeepDeblur PSNR: 29.75. Result ID: 698fed8b3a6c314849fcd87b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Task Category":"Deblurring"}. This record does not assert independent reproduction. ### BaselineB PSNR: 28.14. Result ID: 698fed8b3a6c314849fcd87a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Task Category":"Deblurring"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.