# Color Image Deblurring on Butterfly, Leaves, Parrots, Starfish Gaussian Blur Source: [Color Image Deblurring on Butterfly, Leaves, Parrots, Starfish Gaussian Blur]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:04.882Z Evaluation of Color Image Deblurring performance on a custom set of four images (Butterfly, Leaves, Parrots, Starfish) corrupted by Gaussian Blur, reporting per-image quality scores and the average. 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 | Color Image Deblurring | | Dataset (including any stated split) | Butterfly, Leaves, Parrots, Starfish Gaussian Blur | | Metric | Score (Butterfly) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Score (Butterfly)](): Higher is better; unit: SCALAR. - [Score (Leaves)](): Higher is better; unit: SCALAR. - [Score (Parrots)](): Higher is better; unit: SCALAR. - [Score (Starfish)](): Higher is better; unit: SCALAR. - [Average Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Score (Butterfly) | Result date | Report paper | | --- | --- | --- | --- | | DeepRED | 32.19 | Not recorded | 68fa66961e209131cea1125d | | RED FP-TNRD | 31.66 | Not recorded | 68fa66961e209131cea1125d | | DIP | 31.21 | Not recorded | 68fa66961e209131cea1125d | | NCSR Deblur | 30.84 | Not recorded | 68fa66961e209131cea1125d | | Blurred | 22.81 | Not recorded | 68fa66961e209131cea1125d | ### DeepRED Score (Butterfly): 32.19. Result ID: 698cfa0f8b517eb4331e1a82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RED FP-TNRD Score (Butterfly): 31.66. Result ID: 698cfa0f8b517eb4331e1a84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIP Score (Butterfly): 31.21. Result ID: 698cfa0f8b517eb4331e1a83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCSR Deblur Score (Butterfly): 30.84. Result ID: 698cfa0f8b517eb4331e1a85. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Blurred Score (Butterfly): 22.81. Result ID: 698cfa0f8b517eb4331e1a86. [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.