# fMRI Reconstruction on CineBrain Visual Cortex Source: [fMRI Reconstruction on CineBrain Visual Cortex]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:36:09.000Z Evaluation of fMRI reconstruction performance using the CineBrain Visual Cortex dataset, typically measured using metrics like MSE, Pearson correlation (r), and cosine similarity (cos). 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 Reconstruction | | Dataset (including any stated split) | CineBrain Visual Cortex | | Metric | MSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [MSE](): Lower is better; unit: SCALAR. - [Pearson Correlation Coefficient](): Higher is better; unit: SCALAR. - [Cosine Similarity](): Higher is better; unit: SCALAR. ## Recorded results | Method | MSE | Result date | Report paper | | --- | --- | --- | --- | | InterRecon | 0.193 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.195 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.196 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.196 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.204 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.207 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.21 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.212 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.215 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.222 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.225 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.225 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.228 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.23 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.232 | Not recorded | 69c4bdb80636e5bf4afc7794 | ### InterRecon MSE: 0.193. Result ID: 69c5445847f34ce924af33d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.195. Result ID: 69c5445847f34ce924af33de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.196. Result ID: 69c5445847f34ce924af33d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.196. Result ID: 69c5445847f34ce924af33d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.204. Result ID: 69c5445847f34ce924af33d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.207. Result ID: 69c5445847f34ce924af33d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.21. Result ID: 69c5445847f34ce924af33d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.212. Result ID: 69c5445847f34ce924af33d0. [Reporting paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.215. Result ID: 69c5445847f34ce924af33d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.222. Result ID: 69c5445847f34ce924af33dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.225. Result ID: 69c5445847f34ce924af33d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.225. Result ID: 69c5445847f34ce924af33dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.228. Result ID: 69c5445847f34ce924af33db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.23. Result ID: 69c5445847f34ce924af33d5. [Reporting paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.232. Result ID: 69c5445847f34ce924af33da. [Reporting paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.