# Canonical Correlation Analysis on ADNI AV45 and Cognition Sex Source: [Canonical Correlation Analysis on ADNI AV45 and Cognition Sex]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:55.668Z Evaluation of model performance using Canonical Correlation Analysis on the specific ADNI subset combining AV45 imaging data and Cognition data partitioned by Sex, measured by correlation (P\_ρr) and disparity metrics (P\_Δmax,r, P\_Δsum,r). 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 | Canonical Correlation Analysis | | Dataset (including any stated split) | ADNI AV45 and Cognition Sex | | Metric | Correlation Coefficient (P\_ρr) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Correlation Coefficient (P\_ρr)](): Higher is better; unit: SCALAR. - [Max Disparity (P\_Δmax,r)](): Lower is better; unit: SCALAR. - [Sum Disparity (P\_Δsum,r)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Correlation Coefficient (P\_ρr) | Result date | Report paper | | --- | --- | --- | --- | | MF-CCA | -0.0631 | Not recorded | 68fa70af1e209131cea4c878 | | MF-CCA | -0.0832 | Not recorded | 68fa70af1e209131cea4c878 | | SF-CCA | -0.1386 | Not recorded | 68fa70af1e209131cea4c878 | | MF-CCA | -0.1436 | Not recorded | 68fa70af1e209131cea4c878 | | SF-CCA | -0.1533 | Not recorded | 68fa70af1e209131cea4c878 | | SF-CCA | -0.169 | Not recorded | 68fa70af1e209131cea4c878 | | SF-CCA | -0.2416 | Not recorded | 68fa70af1e209131cea4c878 | | SF-CCA | -0.2842 | Not recorded | 68fa70af1e209131cea4c878 | | MF-CCA | -0.3663 | Not recorded | 68fa70af1e209131cea4c878 | | MF-CCA | -0.4074 | Not recorded | 68fa70af1e209131cea4c878 | ### MF-CCA Correlation Coefficient (P\_ρr): -0.0631. Result ID: 6991525a3a6c314849074bbc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":1}. This record does not assert independent reproduction. ### MF-CCA Correlation Coefficient (P\_ρr): -0.0832. Result ID: 6991525a3a6c314849074bc0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":3}. This record does not assert independent reproduction. ### SF-CCA Correlation Coefficient (P\_ρr): -0.1386. Result ID: 6991525a3a6c314849074bc1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":3}. This record does not assert independent reproduction. ### MF-CCA Correlation Coefficient (P\_ρr): -0.1436. Result ID: 6991525a3a6c314849074bbe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":2}. This record does not assert independent reproduction. ### SF-CCA Correlation Coefficient (P\_ρr): -0.1533. Result ID: 6991525a3a6c314849074bc5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":5}. This record does not assert independent reproduction. ### SF-CCA Correlation Coefficient (P\_ρr): -0.169. Result ID: 6991525a3a6c314849074bbf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":2}. This record does not assert independent reproduction. ### SF-CCA Correlation Coefficient (P\_ρr): -0.2416. Result ID: 6991525a3a6c314849074bbd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":1}. This record does not assert independent reproduction. ### SF-CCA Correlation Coefficient (P\_ρr): -0.2842. Result ID: 6991525a3a6c314849074bc3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":4}. This record does not assert independent reproduction. ### MF-CCA Correlation Coefficient (P\_ρr): -0.3663. Result ID: 6991525a3a6c314849074bc4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":5}. This record does not assert independent reproduction. ### MF-CCA Correlation Coefficient (P\_ρr): -0.4074. Result ID: 6991525a3a6c314849074bc2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dim. (r)":4}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.