# Image Denoising on DND Raw Source: [Image Denoising on DND Raw]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:24.771Z Evaluation of image denoising performance using PSNR and SSIM on the raw data split of the Darmstadt Noise Dataset (DND). 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) | DND Raw | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | CycleISP | 49.13 | Not recorded | 68fa67351e209131cea14c5b | | UPI (Raw) | 48.89 | Not recorded | 68fa67351e209131cea14c5b | | PRIDNet | 48.48 | Not recorded | 68fa66941e209131cea11141 | | N3Net | 47.56 | Not recorded | 68fa66941e209131cea11141 | | N3Net | 47.56 | Not recorded | 68fa67351e209131cea14c5b | | DnCNN | 47.37 | Not recorded | 68fa67351e209131cea14c5b | | BM3D | 47.15 | Not recorded | 68fa67351e209131cea14c5b | | NCSR | 47.07 | Not recorded | 68fa67351e209131cea14c5b | | WNNM | 47.05 | Not recorded | 68fa67351e209131cea14c5b | | KSVD | 46.87 | Not recorded | 68fa67351e209131cea14c5b | | EPLL | 46.86 | Not recorded | 68fa67351e209131cea14c5b | | BM3D | 46.64 | Not recorded | 68fa66941e209131cea11141 | | WNNM | 46.3 | Not recorded | 68fa66941e209131cea11141 | | FoE | 45.78 | Not recorded | 68fa67351e209131cea14c5b | | MLP | 45.71 | Not recorded | 68fa67351e209131cea14c5b | | TNRD | 45.7 | Not recorded | 68fa67351e209131cea14c5b | | KSVD | 45.54 | Not recorded | 68fa66941e209131cea11141 | | TNRD | 44.97 | Not recorded | 68fa66941e209131cea11141 | ### CycleISP PSNR: 49.13. Result ID: 698d1ed28b517eb4331f292d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":false}. This record does not assert independent reproduction. ### UPI (Raw) PSNR: 48.89. Result ID: 698d1ed28b517eb4331f292c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":false}. This record does not assert independent reproduction. ### PRIDNet PSNR: 48.48. Result ID: 698cf9778b517eb4331e178a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Blind / Non-blind":"Blind"}. This record does not assert independent reproduction. ### N3Net PSNR: 47.56. Result ID: 698cf9778b517eb4331e1789. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Blind / Non-blind":"Blind"}. This record does not assert independent reproduction. ### N3Net PSNR: 47.56. Result ID: 698d1ed28b517eb4331f292b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":false}. This record does not assert independent reproduction. ### DnCNN PSNR: 47.37. Result ID: 698d1ed28b517eb4331f292a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":false}. This record does not assert independent reproduction. ### BM3D PSNR: 47.15. Result ID: 698d1ed28b517eb4331f2929. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### NCSR PSNR: 47.07. Result ID: 698d1ed28b517eb4331f2928. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### WNNM PSNR: 47.05. Result ID: 698d1ed28b517eb4331f2927. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### KSVD PSNR: 46.87. Result ID: 698d1ed28b517eb4331f2926. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### EPLL PSNR: 46.86. Result ID: 698d1ed28b517eb4331f2925. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### BM3D PSNR: 46.64. Result ID: 698cf9778b517eb4331e1786. [Reporting paper]() Recorded evaluation configuration: {"Blind / Non-blind":"Non-blind"}. This record does not assert independent reproduction. ### WNNM PSNR: 46.3. Result ID: 698cf9778b517eb4331e1788. [Reporting paper]() Recorded evaluation configuration: {"Blind / Non-blind":"Non-blind"}. This record does not assert independent reproduction. ### FoE PSNR: 45.78. Result ID: 698d1ed28b517eb4331f2924. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":false}. This record does not assert independent reproduction. ### MLP PSNR: 45.71. Result ID: 698d1ed28b517eb4331f2923. [Reporting paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### TNRD PSNR: 45.7. Result ID: 698d1ed28b517eb4331f2922. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VST (Variance Stabilizing Transform)":true}. This record does not assert independent reproduction. ### KSVD PSNR: 45.54. Result ID: 698cf9778b517eb4331e1787. [Reporting paper]() Recorded evaluation configuration: {"Blind / Non-blind":"Non-blind"}. This record does not assert independent reproduction. ### TNRD PSNR: 44.97. Result ID: 698cf9778b517eb4331e1785. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Blind / Non-blind":"Non-blind"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.