# AD Conversion Prediction on ADNI 3-years window Source: [AD Conversion Prediction on ADNI 3-years window]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:14.299Z Evaluation of models predicting Alzheimer's Disease conversion using the ADNI 3-years window dataset, assessed using metrics like AUROC, PRAUC, and BACC. 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 | AD conversion prediction | | Dataset (including any stated split) | ADNI 3-years window | | Metric | AUROC | | Unit | PERCENT | | 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 - [AUROC](): Higher is better; unit: PERCENT. - [PR AUC](): Higher is better; unit: PERCENT. - [BACC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | SiamMAE | 78.7 | Not recorded | 69535c9853fdd5c36173db32 | | STAMP | 77.3 | Not recorded | 69535c9853fdd5c36173db32 | | CropMAE | 76.4 | Not recorded | 69535c9853fdd5c36173db32 | | RSP | 73.8 | Not recorded | 69535c9853fdd5c36173db32 | | yAware | 71.6 | Not recorded | 69535c9853fdd5c36173db32 | | Random init | 71.3 | Not recorded | 69535c9853fdd5c36173db32 | | ImageNet | 71.2 | Not recorded | 69535c9853fdd5c36173db32 | | MAE | 71.2 | Not recorded | 69535c9853fdd5c36173db32 | ### SiamMAE AUROC: 78.7. Result ID: 699934c45698665ec49de6a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### STAMP AUROC: 77.3. Result ID: 699934c45698665ec49de6a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### CropMAE AUROC: 76.4. Result ID: 699934c45698665ec49de6a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### RSP AUROC: 73.8. Result ID: 699934c45698665ec49de6a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### yAware AUROC: 71.6. Result ID: 699934c45698665ec49de6a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### Random init AUROC: 71.3. Result ID: 699934c45698665ec49de6a1. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### ImageNet AUROC: 71.2. Result ID: 699934c45698665ec49de6a2. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. ### MAE AUROC: 71.2. Result ID: 699934c45698665ec49de6a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.