# PET Super-Resolution on FDG-PET-CT-Lesions OOD 12 mm FWHM, SR×6 (test) Source: [PET Super-Resolution on FDG-PET-CT-Lesions OOD 12 mm FWHM, SR×6 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T08:54:27.262Z Evaluation of PET Super-Resolution performance on the test split of the FDG-PET-CT-Lesions OOD 12 mm FWHM, SR×6 dataset, typically measured using PSNR, SSIM, and NMSE. 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 | PET Super-Resolution | | Dataset (including any stated split) | FDG-PET-CT-Lesions OOD 12 mm FWHM, SR×6 (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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. - [SSIM](): Higher is better; unit: PERCENT. - [NMSE](): Lower is better; unit: PERCENT. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | CT-conditioned diffusion framework | 40.66 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | ScorePET | 37.85 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | SRCNN | 37.33 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | DeepSR | 37.27 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | PETDM | 36.84 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | SRDPM | 36.74 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | UNet | 36.35 | Not recorded | 69b8dff30636e5bf4afbe8d7 | | LR | 34.98 | Not recorded | 69b8dff30636e5bf4afbe8d7 | ### CT-conditioned diffusion framework PSNR: 40.66. Result ID: 69b916b547f34ce924a1c62f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Refinement":"PPCR"}. This record does not assert independent reproduction. ### ScorePET PSNR: 37.85. Result ID: 69b916b547f34ce924a1c62e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Unsupervised"}. This record does not assert independent reproduction. ### SRCNN PSNR: 37.33. Result ID: 69b916b547f34ce924a1c62b. [Reporting paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Supervised"}. This record does not assert independent reproduction. ### DeepSR PSNR: 37.27. Result ID: 69b916b547f34ce924a1c629. [Reporting paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Supervised"}. This record does not assert independent reproduction. ### PETDM PSNR: 36.84. Result ID: 69b916b547f34ce924a1c62d. [Reporting paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Unsupervised"}. This record does not assert independent reproduction. ### SRDPM PSNR: 36.74. Result ID: 69b916b547f34ce924a1c62c. [Reporting paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Unsupervised"}. This record does not assert independent reproduction. ### UNet PSNR: 36.35. Result ID: 69b916b547f34ce924a1c62a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)","Learning paradigm":"Supervised"}. This record does not assert independent reproduction. ### LR PSNR: 34.98. Result ID: 69b916b547f34ce924a1c628. [Reporting paper]() Recorded evaluation configuration: {"Setting":"OOD (12 mm, SR×6)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.