# Disease Diagnosis on OASIS BOLD (test) Source: [Disease Diagnosis on OASIS BOLD (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:10.291Z Evaluation of disease diagnosis performance using the test split of the OASIS BOLD dataset, reporting 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) | OASIS BOLD (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 | | --- | --- | --- | --- | | BNT | 89.57 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BrainGNN | 89.27 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NAGphormer | 89.21 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NeuroPath | 89.21 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | MLP | 89.02 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NAGphormer | 89.02 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | NeuroPath | 89.02 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | MLP | 88.99 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | Graphormer | 88.98 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BNT | 88.75 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BolT | 88.5 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | GCN | 88.49 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | GCN | 88.27 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BrainGNN | 87.76 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | BolT | 87.54 | Not recorded | 68fa5f6e1e209131ce9e9cfd | | Graphormer | 87.49 | Not recorded | 68fa5f6e1e209131ce9e9cfd | ### BNT Accuracy: 89.57. Result ID: 698bc7397a967eddb771479f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BrainGNN Accuracy: 89.27. Result ID: 698bc7397a967eddb771479d. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### NAGphormer Accuracy: 89.21. Result ID: 698bc7397a967eddb77147a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### NeuroPath Accuracy: 89.21. Result ID: 698bc7397a967eddb77147a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### MLP Accuracy: 89.02. Result ID: 698bc7397a967eddb7714799. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### NAGphormer Accuracy: 89.02. Result ID: 698bc7397a967eddb77147a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### NeuroPath Accuracy: 89.02. Result ID: 698bc7397a967eddb77147a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### MLP Accuracy: 88.99. Result ID: 698bc7397a967eddb7714798. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### Graphormer Accuracy: 88.98. Result ID: 698bc7397a967eddb77147a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### BNT Accuracy: 88.75. Result ID: 698bc7397a967eddb771479e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### BolT Accuracy: 88.5. Result ID: 698bc7397a967eddb77147a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### GCN Accuracy: 88.49. Result ID: 698bc7397a967eddb771479b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"dynamic"}. This record does not assert independent reproduction. ### GCN Accuracy: 88.27. Result ID: 698bc7397a967eddb771479a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### BrainGNN Accuracy: 87.76. Result ID: 698bc7397a967eddb771479c. [Reporting paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### BolT Accuracy: 87.54. Result ID: 698bc7397a967eddb77147a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attribute Type":"static"}. This record does not assert independent reproduction. ### Graphormer Accuracy: 87.49. Result ID: 698bc7397a967eddb77147a2. [Reporting paper]() [Method origin paper]() [Implementation]() 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.