# Disease Diagnosis on ADNI CORR (test) Source: [Disease Diagnosis on ADNI CORR (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:10.232Z Evaluation of Alzheimer's Disease (AD) diagnosis performance using the test split of the ADNI CORR dataset, typically measured using Accuracy and F1 score. 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 | Disease Diagnosis | | Dataset (including any stated split) | ADNI CORR (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | NeuroPath | 85.56 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | GCN | 84.22 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NeuroPath | 83.82 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | GCN | 83.3 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BrainGNN | 83.3 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BNT | 83.3 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | Graphormer | 83.28 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BNT | 82.81 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NAGphormer | 82.79 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | Graphormer | 82.74 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NAGphormer | 82.74 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | MLP | 82.68 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BrainGNN | 82.07 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BolT | 82 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BolT | 80.34 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | MLP | 79.26 | Not recorded | 68fa5f6e1e209131ce9e9cfd | ### NeuroPath Accuracy: 85.56. Result ID: 698bc7397a967eddb7714776. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### GCN Accuracy: 84.22. Result ID: 698bc7397a967eddb771476a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### NeuroPath Accuracy: 83.82. Result ID: 698bc7397a967eddb7714777. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### GCN Accuracy: 83.3. Result ID: 698bc7397a967eddb771476b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BrainGNN Accuracy: 83.3. Result ID: 698bc7397a967eddb771476d. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BNT Accuracy: 83.3. Result ID: 698bc7397a967eddb771476f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### Graphormer Accuracy: 83.28. Result ID: 698bc7397a967eddb7714773. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BNT Accuracy: 82.81. Result ID: 698bc7397a967eddb771476e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### NAGphormer Accuracy: 82.79. Result ID: 698bc7397a967eddb7714775. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### Graphormer Accuracy: 82.74. Result ID: 698bc7397a967eddb7714772. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### NAGphormer Accuracy: 82.74. Result ID: 698bc7397a967eddb7714774. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### MLP Accuracy: 82.68. Result ID: 698bc7397a967eddb7714769. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BrainGNN Accuracy: 82.07. Result ID: 698bc7397a967eddb771476c. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### BolT Accuracy: 82. Result ID: 698bc7397a967eddb7714770. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### BolT Accuracy: 80.34. Result ID: 698bc7397a967eddb7714771. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### MLP Accuracy: 79.26. Result ID: 698bc7397a967eddb7714768. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.