# Deblurring on ImageNet (test) Source: [Deblurring on ImageNet (test)]() Collection index: [llms.txt]() Data updated: 2026-05-13T08:43:57.688Z Evaluation of image deblurring performance on the test split of the ImageNet 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 | Deblurring | | Dataset (including any stated split) | ImageNet (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: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | OptDiff | 41.04 | Not recorded | 6a0405bddbc836b87d82770e | | OptDiff | 40.07 | Not recorded | 6a0405bddbc836b87d82770e | | DDRM | 36.24 | Not recorded | 6a0405bddbc836b87d82770e | | RED-diff | 35.94 | Not recorded | 6a0405bddbc836b87d82770e | | DAPS | 35.03 | Not recorded | 6a0405bddbc836b87d82770e | | Pi-GDM | 33.85 | Not recorded | 6a0405bddbc836b87d82770e | | DAPS | 33.24 | Not recorded | 6a0405bddbc836b87d82770e | | Pi-GDM | 32.93 | Not recorded | 6a0405bddbc836b87d82770e | | DDRM | 31.89 | Not recorded | 6a0405bddbc836b87d82770e | | RED-diff | 31.57 | Not recorded | 6a0405bddbc836b87d82770e | | DDS | 30.54 | Not recorded | 6a0405bddbc836b87d82770e | | DDS | 29.14 | Not recorded | 6a0405bddbc836b87d82770e | | DPS | 27.51 | Not recorded | 6a0405bddbc836b87d82770e | | DPS | 24.41 | Not recorded | 6a0405bddbc836b87d82770e | ### OptDiff PSNR: 41.04. Result ID: 6a04389c47f34ce924ea23f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"7.52 ± 0.72"}. This record does not assert independent reproduction. ### OptDiff PSNR: 40.07. Result ID: 6a04389c47f34ce924ea23ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"1.59 ± 0.43"}. This record does not assert independent reproduction. ### DDRM PSNR: 36.24. Result ID: 6a04389c47f34ce924ea23ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"11.79 ± 0.75"}. This record does not assert independent reproduction. ### RED-diff PSNR: 35.94. Result ID: 6a04389c47f34ce924ea23f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"11.69 ± 0.78"}. This record does not assert independent reproduction. ### DAPS PSNR: 35.03. Result ID: 6a04389c47f34ce924ea23f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"30.86 ± 0.24"}. This record does not assert independent reproduction. ### Pi-GDM PSNR: 33.85. Result ID: 6a04389c47f34ce924ea23f0. [Reporting paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"40.61 ± 1.61"}. This record does not assert independent reproduction. ### DAPS PSNR: 33.24. Result ID: 6a04389c47f34ce924ea23ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"8.57 ± 2.23"}. This record does not assert independent reproduction. ### Pi-GDM PSNR: 32.93. Result ID: 6a04389c47f34ce924ea23e9. [Reporting paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"8.22 ± 0.66"}. This record does not assert independent reproduction. ### DDRM PSNR: 31.89. Result ID: 6a04389c47f34ce924ea23e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"2.61 ± 0.72"}. This record does not assert independent reproduction. ### RED-diff PSNR: 31.57. Result ID: 6a04389c47f34ce924ea23eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"2.52 ± 0.79"}. This record does not assert independent reproduction. ### DDS PSNR: 30.54. Result ID: 6a04389c47f34ce924ea23f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"13.40 ± 1.65"}. This record does not assert independent reproduction. ### DDS PSNR: 29.14. Result ID: 6a04389c47f34ce924ea23ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"3.10 ± 0.25"}. This record does not assert independent reproduction. ### DPS PSNR: 27.51. Result ID: 6a04389c47f34ce924ea23ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"100","Time (s)":"40.48 ± 0.63"}. This record does not assert independent reproduction. ### DPS PSNR: 24.41. Result ID: 6a04389c47f34ce924ea23e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"20","Time (s)":"5.58 ± 1.25"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.