# Image Denoising on Baboon (PSNR, SSIM) Source: [Image Denoising on Baboon (PSNR, SSIM)]() Collection index: [llms.txt]() Data updated: 2026-06-11T08:55:51.416Z Evaluation of image denoising performance on the Baboon 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) | Baboon | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 | | --- | --- | --- | --- | | Sparse Bresler | 35.115 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Bresler | 35.072 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Conditioned | 35.063 | Not recorded | 6a28f38490966ade919c1a92 | | Doubly Sparse Explicitly Conditioned Transform Learning | 35.058 | Not recorded | 6a28f38490966ade919c1a92 | | DCT | 35.057 | Not recorded | 6a28f38490966ade919c1a92 | | Sparse Bresler | 30.336 | Not recorded | 6a28f38490966ade919c1a92 | | Doubly Sparse Explicitly Conditioned Transform Learning | 30.324 | Not recorded | 6a28f38490966ade919c1a92 | | DCT | 30.313 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Bresler | 30.114 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Conditioned | 30.109 | Not recorded | 6a28f38490966ade919c1a92 | | Doubly Sparse Explicitly Conditioned Transform Learning | 27.82 | Not recorded | 6a28f38490966ade919c1a92 | | DCT | 27.798 | Not recorded | 6a28f38490966ade919c1a92 | | Sparse Bresler | 27.731 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Conditioned | 27.382 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Bresler | 27.361 | Not recorded | 6a28f38490966ade919c1a92 | | Doubly Sparse Explicitly Conditioned Transform Learning | 26.131 | Not recorded | 6a28f38490966ade919c1a92 | | DCT | 26.099 | Not recorded | 6a28f38490966ade919c1a92 | | Sparse Bresler | 25.961 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Conditioned | 25.588 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Bresler | 25.555 | Not recorded | 6a28f38490966ade919c1a92 | | Sparse Bresler | 19.633 | Not recorded | 6a28f38490966ade919c1a92 | | DCT | 19.627 | Not recorded | 6a28f38490966ade919c1a92 | | Doubly Sparse Explicitly Conditioned Transform Learning | 19.567 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Bresler | 19.564 | Not recorded | 6a28f38490966ade919c1a92 | | Dense Conditioned | 19.563 | Not recorded | 6a28f38490966ade919c1a92 | ### Sparse Bresler PSNR: 35.115. Result ID: 6a2a76f5fbc373592c27b155. [Reporting paper]() Recorded evaluation configuration: {"σ":"5"}. This record does not assert independent reproduction. ### Dense Bresler PSNR: 35.072. Result ID: 6a2a76f5fbc373592c27b153. [Reporting paper]() Recorded evaluation configuration: {"σ":"5"}. This record does not assert independent reproduction. ### Dense Conditioned PSNR: 35.063. Result ID: 6a2a76f5fbc373592c27b154. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"5"}. This record does not assert independent reproduction. ### Doubly Sparse Explicitly Conditioned Transform Learning PSNR: 35.058. Result ID: 6a2a76f5fbc373592c27b156. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"5"}. This record does not assert independent reproduction. ### DCT PSNR: 35.057. Result ID: 6a2a76f5fbc373592c27b152. [Reporting paper]() Recorded evaluation configuration: {"σ":"5"}. This record does not assert independent reproduction. ### Sparse Bresler PSNR: 30.336. Result ID: 6a2a76f5fbc373592c27b15a. [Reporting paper]() Recorded evaluation configuration: {"σ":"10"}. This record does not assert independent reproduction. ### Doubly Sparse Explicitly Conditioned Transform Learning PSNR: 30.324. Result ID: 6a2a76f5fbc373592c27b15b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"10"}. This record does not assert independent reproduction. ### DCT PSNR: 30.313. Result ID: 6a2a76f5fbc373592c27b157. [Reporting paper]() Recorded evaluation configuration: {"σ":"10"}. This record does not assert independent reproduction. ### Dense Bresler PSNR: 30.114. Result ID: 6a2a76f5fbc373592c27b158. [Reporting paper]() Recorded evaluation configuration: {"σ":"10"}. This record does not assert independent reproduction. ### Dense Conditioned PSNR: 30.109. Result ID: 6a2a76f5fbc373592c27b159. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"10"}. This record does not assert independent reproduction. ### Doubly Sparse Explicitly Conditioned Transform Learning PSNR: 27.82. Result ID: 6a2a76f5fbc373592c27b160. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"15"}. This record does not assert independent reproduction. ### DCT PSNR: 27.798. Result ID: 6a2a76f5fbc373592c27b15c. [Reporting paper]() Recorded evaluation configuration: {"σ":"15"}. This record does not assert independent reproduction. ### Sparse Bresler PSNR: 27.731. Result ID: 6a2a76f5fbc373592c27b15f. [Reporting paper]() Recorded evaluation configuration: {"σ":"15"}. This record does not assert independent reproduction. ### Dense Conditioned PSNR: 27.382. Result ID: 6a2a76f5fbc373592c27b15e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"15"}. This record does not assert independent reproduction. ### Dense Bresler PSNR: 27.361. Result ID: 6a2a76f5fbc373592c27b15d. [Reporting paper]() Recorded evaluation configuration: {"σ":"15"}. This record does not assert independent reproduction. ### Doubly Sparse Explicitly Conditioned Transform Learning PSNR: 26.131. Result ID: 6a2a76f5fbc373592c27b165. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"20"}. This record does not assert independent reproduction. ### DCT PSNR: 26.099. Result ID: 6a2a76f5fbc373592c27b161. [Reporting paper]() Recorded evaluation configuration: {"σ":"20"}. This record does not assert independent reproduction. ### Sparse Bresler PSNR: 25.961. Result ID: 6a2a76f5fbc373592c27b164. [Reporting paper]() Recorded evaluation configuration: {"σ":"20"}. This record does not assert independent reproduction. ### Dense Conditioned PSNR: 25.588. Result ID: 6a2a76f5fbc373592c27b163. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"20"}. This record does not assert independent reproduction. ### Dense Bresler PSNR: 25.555. Result ID: 6a2a76f5fbc373592c27b162. [Reporting paper]() Recorded evaluation configuration: {"σ":"20"}. This record does not assert independent reproduction. ### Sparse Bresler PSNR: 19.633. Result ID: 6a2a76f5fbc373592c27b169. [Reporting paper]() Recorded evaluation configuration: {"σ":"100"}. This record does not assert independent reproduction. ### DCT PSNR: 19.627. Result ID: 6a2a76f5fbc373592c27b166. [Reporting paper]() Recorded evaluation configuration: {"σ":"100"}. This record does not assert independent reproduction. ### Doubly Sparse Explicitly Conditioned Transform Learning PSNR: 19.567. Result ID: 6a2a76f5fbc373592c27b16a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"100"}. This record does not assert independent reproduction. ### Dense Bresler PSNR: 19.564. Result ID: 6a2a76f5fbc373592c27b167. [Reporting paper]() Recorded evaluation configuration: {"σ":"100"}. This record does not assert independent reproduction. ### Dense Conditioned PSNR: 19.563. Result ID: 6a2a76f5fbc373592c27b168. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"σ":"100"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.