# Dual-pixel Defocus Deblurring on DPDD (test) Source: [Dual-pixel Defocus Deblurring on DPDD (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:06.095Z Evaluation of Dual-pixel Defocus Deblurring performance on the test split of the DPDD dataset, measured using PSNR, SSIM, and LPIPS metrics separately for Indoor Scenes, Outdoor Scenes, and Combined results. 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 | Dual-pixel Defocus Deburring | | Dataset (including any stated split) | DPDD (test) | | Metric | PSNR (Indoor Scenes) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 (Indoor Scenes)](): Higher is better; unit: SCALAR. - [SSIM (Indoor Scenes)](): Higher is better; unit: SCALAR. - [LPIPS (Indoor Scenes)](): Lower is better; unit: SCALAR. - [PSNR (Outdoor Scenes)](): Higher is better; unit: SCALAR. - [SSIM (Outdoor Scenes)](): Higher is better; unit: SCALAR. - [LPIPS (Outdoor Scenes)](): Lower is better; unit: SCALAR. - [PSNR (Combined)](): Higher is better; unit: SCALAR. - [SSIM (Combined)](): Higher is better; unit: SCALAR. - [LPIPS (Combined)](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR (Indoor Scenes) | Result date | Report paper | | --- | --- | --- | --- | | GRL-B + Ours-c | 29.96 | Not recorded | 68fa728e1e209131cea570b8 | | GRL-B | 29.83 | Not recorded | 68fa728e1e209131cea570b8 | | Restormer + Ours-c | 29.79 | Not recorded | 68fa728e1e209131cea570b8 | | Restormer | 29.48 | Not recorded | 68fa728e1e209131cea570b8 | | IFAN + Ours-c | 28.94 | Not recorded | 68fa728e1e209131cea570b8 | | IFAN | 28.66 | Not recorded | 68fa728e1e209131cea570b8 | ### GRL-B + Ours-c PSNR (Indoor Scenes): 29.96. Result ID: 69925bce3a6c3148490e6a34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel","Pre-trained Model":"CLIP"}. This record does not assert independent reproduction. ### GRL-B PSNR (Indoor Scenes): 29.83. Result ID: 69925bce3a6c3148490e6a33. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel"}. This record does not assert independent reproduction. ### Restormer + Ours-c PSNR (Indoor Scenes): 29.79. Result ID: 69925bce3a6c3148490e6a32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel","Pre-trained Model":"CLIP"}. This record does not assert independent reproduction. ### Restormer PSNR (Indoor Scenes): 29.48. Result ID: 69925bce3a6c3148490e6a31. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel"}. This record does not assert independent reproduction. ### IFAN + Ours-c PSNR (Indoor Scenes): 28.94. Result ID: 69925bce3a6c3148490e6a30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel","Pre-trained Model":"CLIP"}. This record does not assert independent reproduction. ### IFAN PSNR (Indoor Scenes): 28.66. Result ID: 69925bce3a6c3148490e6a2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Deblurring Type":"Dual-pixel"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.