# fMRI Super-resolution on ABCD (test) Source: [fMRI Super-resolution on ABCD (test)]() Collection index: [llms.txt]() Data updated: 2026-05-12T08:30:36.981Z Evaluation of Super-Resolution models applied to fMRI data from the ABCD dataset (test split), assessed using PSNR, SSIM, VIF, and MSE. 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 | fMRI Super-resolution | | Dataset (including any stated split) | ABCD (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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. - [VIF](): Higher is better; unit: PERCENT. - [MSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | NeuroGAN-3D | 32.4 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 32.2 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 32.1 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 31.9 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 31.8 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 31.8 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 31.5 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 30.7 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 30.1 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 30 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 29.9 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 29.7 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 29.6 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 29.6 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 29.3 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 28.5 | Not recorded | 6a02b425dbc836b87d8246f7 | | NeuroGAN-3D | 0.52 | Not recorded | 6a02b425dbc836b87d8246f7 | | Model 1 | 0.51 | Not recorded | 6a02b425dbc836b87d8246f7 | ### NeuroGAN-3D PSNR: 32.4. Result ID: 6a02e3be47f34ce924e5a033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"1"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 32.2. Result ID: 6a02e3be47f34ce924e5a039. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"PCC","Sample index":"2"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 32.1. Result ID: 6a02e3be47f34ce924e5a036. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"PCC","Sample index":"1"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 31.9. Result ID: 6a02e3be47f34ce924e5a034. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"2"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 31.8. Result ID: 6a02e3be47f34ce924e5a038. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"3"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 31.8. Result ID: 6a02e3be47f34ce924e5a03a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Overall Average"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 31.5. Result ID: 6a02e3be47f34ce924e5a037. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"ACC","Sample index":"2"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 30.7. Result ID: 6a02e3be47f34ce924e5a035. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"ACC","Sample index":"1"}. This record does not assert independent reproduction. ### Model 1 PSNR: 30.1. Result ID: 6a02e3be47f34ce924e5a03c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"1"}. This record does not assert independent reproduction. ### Model 1 PSNR: 30. Result ID: 6a02e3be47f34ce924e5a042. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"PCC","Sample index":"2"}. This record does not assert independent reproduction. ### Model 1 PSNR: 29.9. Result ID: 6a02e3be47f34ce924e5a03f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"PCC","Sample index":"1"}. This record does not assert independent reproduction. ### Model 1 PSNR: 29.7. Result ID: 6a02e3be47f34ce924e5a03d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"2"}. This record does not assert independent reproduction. ### Model 1 PSNR: 29.6. Result ID: 6a02e3be47f34ce924e5a041. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Precuneus","Sample index":"3"}. This record does not assert independent reproduction. ### Model 1 PSNR: 29.6. Result ID: 6a02e3be47f34ce924e5a043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"Overall Average"}. This record does not assert independent reproduction. ### Model 1 PSNR: 29.3. Result ID: 6a02e3be47f34ce924e5a040. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"ACC","Sample index":"2"}. This record does not assert independent reproduction. ### Model 1 PSNR: 28.5. Result ID: 6a02e3be47f34ce924e5a03e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"ACC","Sample index":"1"}. This record does not assert independent reproduction. ### NeuroGAN-3D PSNR: 0.52. Result ID: 6a02e3be47f34ce924e5a03b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"STD"}. This record does not assert independent reproduction. ### Model 1 PSNR: 0.51. Result ID: 6a02e3be47f34ce924e5a044. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"DMN Component":"STD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.