# Real-world Super-Resolution on DIV2K real-world degradation (test) Source: [Real-world Super-Resolution on DIV2K real-world degradation (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:50.369Z Evaluation of Real-world Super-Resolution performance on the test split of the DIV2K real-world degradation dataset, using fidelity (PSNR, FID) and advanced perceptual metrics (LPIPS, DISTS, MANIQA, MUSIQ, CLIPIQA). 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 | Real-world Super-Resolution | | Dataset (including any stated split) | DIV2K real-world degradation (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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. - [LPIPS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. - [DISTS](): Lower is better; unit: SCALAR. - [MANIQA](): Higher is better; unit: SCALAR. - [MUSIQ](): Higher is better; unit: SCALAR. - [CLIPIQA](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | StableSR | 20.41 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 20.33 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 20.22 | Not recorded | 693266fbd6b0dd3342934214 | | StableSR | 20.1 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 19.93 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 19.83 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 19.63 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 19.52 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 19.42 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 19.42 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 19.3 | Not recorded | 693266fbd6b0dd3342934214 | | StableSR | 19.06 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 18.63 | Not recorded | 693266fbd6b0dd3342934214 | | StableSR | 18.6 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 18.54 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 18.35 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 17.82 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 17.78 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 17.77 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 17.74 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 17.73 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 17.71 | Not recorded | 693266fbd6b0dd3342934214 | | StableSR | 17.64 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 17.6 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 17.59 | Not recorded | 693266fbd6b0dd3342934214 | | OmniScaleSR | 17.56 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 17.43 | Not recorded | 693266fbd6b0dd3342934214 | | StableSR | 17.33 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 16.93 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 16.92 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 16.91 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 16.86 | Not recorded | 693266fbd6b0dd3342934214 | | SeeSR | 16.68 | Not recorded | 693266fbd6b0dd3342934214 | | XPSR | 16.68 | Not recorded | 693266fbd6b0dd3342934214 | | FaithDiff | 16.65 | Not recorded | 693266fbd6b0dd3342934214 | | PASD | 16.57 | Not recorded | 693266fbd6b0dd3342934214 | ### StableSR PSNR: 20.41. Result ID: 6998901d5698665ec4f1c532. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 20.33. Result ID: 6998901d5698665ec4f1c530. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 20.22. Result ID: 6998901d5698665ec4f1c531. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### StableSR PSNR: 20.1. Result ID: 6998901d5698665ec4f1c52c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 19.93. Result ID: 6998901d5698665ec4f1c534. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 19.83. Result ID: 6998901d5698665ec4f1c52e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 19.63. Result ID: 6998901d5698665ec4f1c536. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 19.52. Result ID: 6998901d5698665ec4f1c537. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 19.42. Result ID: 6998901d5698665ec4f1c533. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 19.42. Result ID: 6998901d5698665ec4f1c535. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 19.3. Result ID: 6998901d5698665ec4f1c52d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### StableSR PSNR: 19.06. Result ID: 6998901d5698665ec4f1c538. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 18.63. Result ID: 6998901d5698665ec4f1c53d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### StableSR PSNR: 18.6. Result ID: 6998901d5698665ec4f1c53e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 18.54. Result ID: 6998901d5698665ec4f1c52f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 18.35. Result ID: 6998901d5698665ec4f1c53c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 17.82. Result ID: 6998901d5698665ec4f1c543. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 17.78. Result ID: 6998901d5698665ec4f1c540. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 17.77. Result ID: 6998901d5698665ec4f1c549. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 17.74. Result ID: 6998901d5698665ec4f1c539. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 17.73. Result ID: 6998901d5698665ec4f1c53f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 17.71. Result ID: 6998901d5698665ec4f1c542. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### StableSR PSNR: 17.64. Result ID: 6998901d5698665ec4f1c544. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 17.6. Result ID: 6998901d5698665ec4f1c541. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 17.59. Result ID: 6998901d5698665ec4f1c53a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### OmniScaleSR PSNR: 17.56. Result ID: 6998901d5698665ec4f1c54f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 17.43. Result ID: 6998901d5698665ec4f1c53b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction. ### StableSR PSNR: 17.33. Result ID: 6998901d5698665ec4f1c54a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 16.93. Result ID: 6998901d5698665ec4f1c547. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 16.92. Result ID: 6998901d5698665ec4f1c546. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 16.91. Result ID: 6998901d5698665ec4f1c545. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 16.86. Result ID: 6998901d5698665ec4f1c548. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction. ### SeeSR PSNR: 16.68. Result ID: 6998901d5698665ec4f1c54c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. ### XPSR PSNR: 16.68. Result ID: 6998901d5698665ec4f1c54d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. ### FaithDiff PSNR: 16.65. Result ID: 6998901d5698665ec4f1c54e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. ### PASD PSNR: 16.57. Result ID: 6998901d5698665ec4f1c54b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.