| Datasets | Method | Atlas | ACC (%) | SEN (%) | SPE (%) | AUC (%) | F1 (%) |
| ABIDE | Averaging-CCA | Power (264) | 67.57 | 73.33 | 63.64 | 74.67 | 64.71 |
| Harard Oxford (118) | 70.27 | 60.00 | 77.27 | 73.56 | 62.07 | ||
| AAL (116) | 72.97 | 81.25 | 66.67 | 76.53 | 72.22 | ||
| PCA-CCA | Power (264) | 70.27 | 66.67 | 72.73 | 73.76 | 64.52 | |
| Harard Oxford (118) | 64.86 | 58.82 | 70.00 | 72.24 | 60.61 | ||
| AAL (116) | 70.27 | 68.75 | 71.43 | 71.07 | 66.67 | ||
| ADNI | Averaging-CCA | Power (264) | 85.19 | 82.35 | 90.00 | 92.54 | 87.50 |
| Harard Oxford (118) | 85.19 | 85.71 | 84.62 | 94.39 | 85.71 | ||
| AAL (116) | 88.89 | 92.09 | 86.04 | 93.67 | 90.91 | ||
| PCA-CCA | Power (264) | 81.49 | 86.67 | 75.00 | 93.44 | 83.87 | |
| Harard Oxford (118) | 85.19 | 92.86 | 76.92 | 92.80 | 86.67 | ||
| AAL (116) | 84.81 | 87.08 | 83.17 | 93.82 | 85.71 |