# Color Image Deblurring on Butterfly, Leaves, Parrots, Starfish Uniform Blur Source: [Color Image Deblurring on Butterfly, Leaves, Parrots, Starfish Uniform Blur]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:10.217Z Evaluation of Color Image Deblurring performance on the custom dataset comprising Butterfly, Leaves, Parrots, and Starfish images under uniform blur conditions, reporting average quality metrics. 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 Uniform Blur | | Metric | Quality 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 - [Quality Score (Butterfly)](): Higher is better; unit: SCALAR. - [Quality Score (Leaves)](): Higher is better; unit: SCALAR. - [Quality Score (Parrots)](): Higher is better; unit: SCALAR. - [Quality Score (Starfish)](): Higher is better; unit: SCALAR. - [Average Quality Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Quality Score (Butterfly) | Result date | Report paper | | --- | --- | --- | --- | | DeepRED | 31.44 | Not recorded | 68fa66961e209131cea1125d | | RED FP-TNRD | 30.41 | Not recorded | 68fa66961e209131cea1125d | | DIP | 30.26 | Not recorded | 68fa66961e209131cea1125d | | NCSR Deblur | 29.68 | Not recorded | 68fa66961e209131cea1125d | | Blurred | 19.07 | Not recorded | 68fa66961e209131cea1125d | ### DeepRED Quality Score (Butterfly): 31.44. Result ID: 698cfa0f8b517eb4331e1a7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RED FP-TNRD Quality Score (Butterfly): 30.41. Result ID: 698cfa0f8b517eb4331e1a7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIP Quality Score (Butterfly): 30.26. Result ID: 698cfa0f8b517eb4331e1a7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCSR Deblur Quality Score (Butterfly): 29.68. Result ID: 698cfa0f8b517eb4331e1a80. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Blurred Quality Score (Butterfly): 19.07. Result ID: 698cfa0f8b517eb4331e1a81. [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.