# Omnidirectional Image Super-Resolution on SUN360 (test) Source: [Omnidirectional Image Super-Resolution on SUN360 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-30T07:51:17.619Z Evaluation of Omnidirectional Image Super-Resolution performance on the test split of the SUN360 dataset, reporting WS-PSNR and WS-SSIM. 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 | Omnidirectional Image Super-Resolution | | Dataset (including any stated split) | SUN360 (test) | | Metric | WS-PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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 - [WS-PSNR](): Higher is better; unit: SCALAR. - [WS-SSIM](): Higher is better; unit: PERCENT. ## Recorded results | Method | WS-PSNR | Result date | Report paper | | --- | --- | --- | --- | | D2R2OSR | 24 | Not recorded | 6a434d92ba73165dbb743b9e | | AdaIR | 23.85 | Not recorded | 6a434d92ba73165dbb743b9e | | OSRT | 23.82 | Not recorded | 6a434d92ba73165dbb743b9e | | BPOSR | 23.75 | Not recorded | 6a434d92ba73165dbb743b9e | | PromptIR | 23.69 | Not recorded | 6a434d92ba73165dbb743b9e | | HAT | 23.67 | Not recorded | 6a434d92ba73165dbb743b9e | | SwinIR | 23.66 | Not recorded | 6a434d92ba73165dbb743b9e | | Real-ESRGAN | 23.07 | Not recorded | 6a434d92ba73165dbb743b9e | | 360-SS | 23.02 | Not recorded | 6a434d92ba73165dbb743b9e | | D2R2OSR | 22.16 | Not recorded | 6a434d92ba73165dbb743b9e | | AdaIR | 22.14 | Not recorded | 6a434d92ba73165dbb743b9e | | OSRT | 22.13 | Not recorded | 6a434d92ba73165dbb743b9e | | HAT | 22.08 | Not recorded | 6a434d92ba73165dbb743b9e | | PromptIR | 22.07 | Not recorded | 6a434d92ba73165dbb743b9e | | SwinIR | 22.04 | Not recorded | 6a434d92ba73165dbb743b9e | | BPOSR | 21.91 | Not recorded | 6a434d92ba73165dbb743b9e | | Real-ESRGAN | 21.23 | Not recorded | 6a434d92ba73165dbb743b9e | | D2R2OSR | 20.69 | Not recorded | 6a434d92ba73165dbb743b9e | | AdaIR | 20.59 | Not recorded | 6a434d92ba73165dbb743b9e | | OSRT | 20.58 | Not recorded | 6a434d92ba73165dbb743b9e | | HAT | 20.55 | Not recorded | 6a434d92ba73165dbb743b9e | | PromptIR | 20.55 | Not recorded | 6a434d92ba73165dbb743b9e | | SwinIR | 20.48 | Not recorded | 6a434d92ba73165dbb743b9e | | BPOSR | 20.23 | Not recorded | 6a434d92ba73165dbb743b9e | | Real-ESRGAN | 19.34 | Not recorded | 6a434d92ba73165dbb743b9e | | 360-SS | 16.64 | Not recorded | 6a434d92ba73165dbb743b9e | | 360-SS | 15.14 | Not recorded | 6a434d92ba73165dbb743b9e | ### D2R2OSR WS-PSNR: 24. Result ID: 6a43755bfbc373592c93ebf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### AdaIR WS-PSNR: 23.85. Result ID: 6a43755bfbc373592c93ebf5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### OSRT WS-PSNR: 23.82. Result ID: 6a43755bfbc373592c93ebef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### BPOSR WS-PSNR: 23.75. Result ID: 6a43755bfbc373592c93ebf2. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### PromptIR WS-PSNR: 23.69. Result ID: 6a43755bfbc373592c93ebec. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### HAT WS-PSNR: 23.67. Result ID: 6a43755bfbc373592c93ebe9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### SwinIR WS-PSNR: 23.66. Result ID: 6a43755bfbc373592c93ebe6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### Real-ESRGAN WS-PSNR: 23.07. Result ID: 6a43755bfbc373592c93ebe3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### 360-SS WS-PSNR: 23.02. Result ID: 6a43755bfbc373592c93ebe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### D2R2OSR WS-PSNR: 22.16. Result ID: 6a43755bfbc373592c93ebf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### AdaIR WS-PSNR: 22.14. Result ID: 6a43755bfbc373592c93ebf6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### OSRT WS-PSNR: 22.13. Result ID: 6a43755bfbc373592c93ebf0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### HAT WS-PSNR: 22.08. Result ID: 6a43755bfbc373592c93ebea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### PromptIR WS-PSNR: 22.07. Result ID: 6a43755bfbc373592c93ebed. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### SwinIR WS-PSNR: 22.04. Result ID: 6a43755bfbc373592c93ebe7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### BPOSR WS-PSNR: 21.91. Result ID: 6a43755bfbc373592c93ebf3. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### Real-ESRGAN WS-PSNR: 21.23. Result ID: 6a43755bfbc373592c93ebe4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### D2R2OSR WS-PSNR: 20.69. Result ID: 6a43755bfbc373592c93ebfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### AdaIR WS-PSNR: 20.59. Result ID: 6a43755bfbc373592c93ebf7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### OSRT WS-PSNR: 20.58. Result ID: 6a43755bfbc373592c93ebf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### HAT WS-PSNR: 20.55. Result ID: 6a43755bfbc373592c93ebeb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### PromptIR WS-PSNR: 20.55. Result ID: 6a43755bfbc373592c93ebee. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### SwinIR WS-PSNR: 20.48. Result ID: 6a43755bfbc373592c93ebe8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### BPOSR WS-PSNR: 20.23. Result ID: 6a43755bfbc373592c93ebf4. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### Real-ESRGAN WS-PSNR: 19.34. Result ID: 6a43755bfbc373592c93ebe5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### 360-SS WS-PSNR: 16.64. Result ID: 6a43755bfbc373592c93ebe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### 360-SS WS-PSNR: 15.14. Result ID: 6a43755bfbc373592c93ebe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.