# Interpolation on ADNI (MAE, PSNR, SDlogJ, NDV) Source: [Interpolation on ADNI (MAE, PSNR, SDlogJ, NDV)]() Collection index: [llms.txt]() Data updated: 2026-03-31T11:42:34.979Z Evaluation of model performance on time series interpolation using the ADNI dataset, assessed using Mean Absolute Error (MAE), Peak Signal-to-Noise Ratio (PSNR), Standardized Difference in Log-Jacobian (SDlogJ), and Normalized Difference in Volume (NDV). 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 | Interpolation | | Dataset (including any stated split) | ADNI | | Metric | MAE | | Unit | SCALAR | | Direction | Lower 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 - [MAE](): Lower is better; unit: SCALAR. - [PSNR](): Higher is better; unit: SCALAR. - [SDlogJ](): Lower is better; unit: SCALAR. - [NDV](): Lower is better; unit: PERCENT. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | Seq-VXM | 4.5 | Not recorded | 68fa7ae41e209131cea85b95 | | TimeFlowdiff | 5.3 | Not recorded | 68fa7ae41e209131cea85b95 | | NODER | 5.5 | Not recorded | 68fa7ae41e209131cea85b95 | | VXMdiff | 5.5 | Not recorded | 68fa7ae41e209131cea85b95 | | TimeFlow | 5.5 | Not recorded | 68fa7ae41e209131cea85b95 | | VXM | 5.6 | Not recorded | 68fa7ae41e209131cea85b95 | | SyN | 5.7 | Not recorded | 68fa7ae41e209131cea85b95 | | rigid | 7.3 | Not recorded | 68fa7ae41e209131cea85b95 | ### Seq-VXM MAE: 4.5. Result ID: 69cbb30e47f34ce924b50629. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"note":"Upper bound"}. This record does not assert independent reproduction. ### TimeFlowdiff MAE: 5.3. Result ID: 69cbb30e47f34ce924b50630. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"integration\_technique":"scaling and squaring"}. This record does not assert independent reproduction. ### NODER MAE: 5.5. Result ID: 69cbb30e47f34ce924b5062c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VXMdiff MAE: 5.5. Result ID: 69cbb30e47f34ce924b5062e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"integration\_technique":"scaling and squaring"}. This record does not assert independent reproduction. ### TimeFlow MAE: 5.5. Result ID: 69cbb30e47f34ce924b5062f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VXM MAE: 5.6. Result ID: 69cbb30e47f34ce924b5062d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SyN MAE: 5.7. Result ID: 69cbb30e47f34ce924b5062b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### rigid MAE: 7.3. Result ID: 69cbb30e47f34ce924b5062a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.