Scenario 2(a), where the number of the SCVs varied from 3 to 11. Recovered source accuracies for (a) sMRI, (c) fMRI, and (e) EEG data, and loading accuracies for (b) sMRI, (d) fMRI, and (f) EEG data using aNy-way ICA (red), mCCA+jICA with maximum (solid green) or minimum component number (dashed green), mCCA with maximum (solid blue) or minimum component number (dashed blue). Values are averaged across matched components per modality.