# fMRI Reconstruction on CineBrain Whole Brain Source: [fMRI Reconstruction on CineBrain Whole Brain]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:36:08.971Z Evaluation of fMRI Reconstruction performance on the CineBrain Whole Brain dataset, measured using MSE, correlation coefficient (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 Whole Brain | | Metric | MSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 30 of 30 | | 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. - [Correlation (r)](): Higher is better; unit: SCALAR. - [Cosine Similarity (cos)](): Higher is better; unit: SCALAR. ## Recorded results | Method | MSE | Result date | Report paper | | --- | --- | --- | --- | | E2FGAN | 0.188 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.192 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.197 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.199 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.199 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.2 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.2 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.201 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.203 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.204 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.204 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.205 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.208 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.212 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.217 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.277 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.28 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.281 | Not recorded | 69c4bdb80636e5bf4afc7794 | | InterRecon | 0.282 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.288 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.29 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.297 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.297 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.302 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.309 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FGAN | 0.314 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.315 | Not recorded | 69c4bdb80636e5bf4afc7794 | | E2FNet | 0.316 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TAG | 0.319 | Not recorded | 69c4bdb80636e5bf4afc7794 | | CNN-TC | 0.322 | Not recorded | 69c4bdb80636e5bf4afc7794 | ### E2FGAN MSE: 0.188. Result ID: 69c5445847f34ce924af33e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.192. Result ID: 69c5445847f34ce924af33e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.197. Result ID: 69c5445847f34ce924af33e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.199. Result ID: 69c5445847f34ce924af33e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.199. Result ID: 69c5445847f34ce924af33ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.2. Result ID: 69c5445847f34ce924af33e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.2. Result ID: 69c5445847f34ce924af33ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.201. Result ID: 69c5445847f34ce924af33eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.203. Result ID: 69c5445847f34ce924af33e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.204. Result ID: 69c5445847f34ce924af33e4. [Reporting paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.204. Result ID: 69c5445847f34ce924af33ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.205. Result ID: 69c5445847f34ce924af33e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.208. Result ID: 69c5445847f34ce924af33e9. [Reporting paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.212. Result ID: 69c5445847f34ce924af33e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.217. Result ID: 69c5445847f34ce924af33df. [Reporting paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.277. Result ID: 69c5445847f34ce924af33ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.28. Result ID: 69c5445847f34ce924af33c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.281. Result ID: 69c5445847f34ce924af33cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### InterRecon MSE: 0.282. Result ID: 69c5445847f34ce924af33c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.288. Result ID: 69c5445847f34ce924af33c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.29. Result ID: 69c5445847f34ce924af33c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.297. Result ID: 69c5445847f34ce924af33c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.297. Result ID: 69c5445847f34ce924af33c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.302. Result ID: 69c5445847f34ce924af33c1. [Reporting paper]() Recorded evaluation configuration: {"Frame":"3"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.309. Result ID: 69c5445847f34ce924af33c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FGAN MSE: 0.314. Result ID: 69c5445847f34ce924af33ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.315. Result ID: 69c5445847f34ce924af33c6. [Reporting paper]() Recorded evaluation configuration: {"Frame":"10"}. This record does not assert independent reproduction. ### E2FNet MSE: 0.316. Result ID: 69c5445847f34ce924af33cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TAG MSE: 0.319. Result ID: 69c5445847f34ce924af33cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frame":"30"}. This record does not assert independent reproduction. ### CNN-TC MSE: 0.322. Result ID: 69c5445847f34ce924af33cb. [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.