# Single Image Super-Resolution on Set5 4:1 (test) Source: [Single Image Super-Resolution on Set5 4:1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:24.177Z Evaluation of Single Image Super-Resolution performance on the Set5 dataset using the 4:1 scale factor on the test split, typically measured using 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 | Single Image Super-Resolution | | Dataset (including any stated split) | Set5 4:1 (test) | | Metric | 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 - [PSNR](): Higher is better; unit: SCALAR. - [PSNR (baby)](): Higher is better; unit: SCALAR. - [PSNR (bird)](): Higher is better; unit: SCALAR. - [PSNR (btrfly)](): Higher is better; unit: SCALAR. - [PSNR (head)](): Higher is better; unit: SCALAR. - [PSNR (woman)](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | SRR | 32.1 | Not recorded | 68fa66961e209131cea1125d | | Lap | 31.58 | Not recorded | 68fa66961e209131cea1125d | | DeepRED | 30.72 | Not recorded | 68fa66961e209131cea1125d | | DeepRED | 30.72 | Not recorded | 68fa66961e209131cea1125d | | RED | 30.23 | Not recorded | 68fa66961e209131cea1125d | | DIP | 29.95 | Not recorded | 68fa66961e209131cea1125d | | DIP | 29.95 | Not recorded | 68fa66961e209131cea1125d | ### SRR PSNR: 32.1. Result ID: 698cfa0f8b517eb4331e1a66. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"upscaling ratio":"4:1"}. This record does not assert independent reproduction. ### Lap PSNR: 31.58. Result ID: 698cfa0f8b517eb4331e1a65. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"upscaling ratio":"4:1"}. This record does not assert independent reproduction. ### DeepRED PSNR: 30.72. Result ID: 698cfa0f8b517eb4331e1a64. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"upscaling ratio":"4:1"}. This record does not assert independent reproduction. ### DeepRED PSNR: 30.72. Result ID: 698cfa0f8b517eb4331e1a71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale Factor":"4:1"}. This record does not assert independent reproduction. ### RED PSNR: 30.23. Result ID: 698cfa0f8b517eb4331e1a72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale Factor":"4:1","variant":"FP-BM3D"}. This record does not assert independent reproduction. ### DIP PSNR: 29.95. Result ID: 698cfa0f8b517eb4331e1a63. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"upscaling ratio":"4:1"}. This record does not assert independent reproduction. ### DIP PSNR: 29.95. Result ID: 698cfa0f8b517eb4331e1a73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale Factor":"4:1","run\_mode":"Our Run"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.