# Image Deblurring on text image dataset 15 clear images, 8 blur kernels Source: [Image Deblurring on text image dataset 15 clear images, 8 blur kernels]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:16.670Z Evaluation of Image Deblurring performance using a custom dataset consisting of 15 clear images degraded by 8 different blur kernels, typically measured using Average PSNR. 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 Deblurring | | Dataset (including any stated split) | text image dataset 15 clear images, 8 blur kernels | | Metric | Avg PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Avg PSNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | Avg PSNR | Result date | Report paper | | --- | --- | --- | --- | | Pan et al. | 28.8 | Not recorded | 68fa642d1e209131cea03285 | | Discriminative Prior | 28.1 | Not recorded | 68fa642d1e209131cea03285 | | Pan et al. | 27.94 | Not recorded | 68fa642d1e209131cea03285 | | Xu and Jia | 26.21 | Not recorded | 68fa642d1e209131cea03285 | | Xu et al. | 26.21 | Not recorded | 68fa642d1e209131cea03285 | | Levin et al. | 24.9 | Not recorded | 68fa642d1e209131cea03285 | | Cho and Lee | 23.8 | Not recorded | 68fa642d1e209131cea03285 | ### Pan et al. Avg PSNR: 28.8. Result ID: 698c15b6f729bc7f68e83798. [Reporting paper]() Recorded evaluation configuration: {"Variation":"Text deblurring"}. This record does not assert independent reproduction. ### Discriminative Prior Avg PSNR: 28.1. Result ID: 698c15b6f729bc7f68e83799. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Non-blind deconvolution":"Pan et al. \[26\]"}. This record does not assert independent reproduction. ### Pan et al. Avg PSNR: 27.94. Result ID: 698c15b6f729bc7f68e83797. [Reporting paper]() Recorded evaluation configuration: {"Variation":"Dark channel"}. This record does not assert independent reproduction. ### Xu and Jia Avg PSNR: 26.21. Result ID: 698c15b6f729bc7f68e83794. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Xu et al. Avg PSNR: 26.21. Result ID: 698c15b6f729bc7f68e83796. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Levin et al. Avg PSNR: 24.9. Result ID: 698c15b6f729bc7f68e83795. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cho and Lee Avg PSNR: 23.8. Result ID: 698c15b6f729bc7f68e83793. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.