| Dataset | Method | ACC | SEN | SPE | ROC |
| ASD | PC | 61.41% | 58.23% | 63.81% | 69.83% |
| SR | 66.85% | 46.84% | 81.90% | 68.61% | |
| GCN | 67.39% | 65.82% | 68.57% | 67.20% | |
| Un-ours | 69.02% | 62.03% | 74.29% | 73.14% | |
| Ours | 70.11% | 63.29% | 75.24% | 73.16% | |
| MCI | PC | 78.10% | 77.94% | 78.26% | 85.68% |
| SR | 84.67% | 85.29% | 84.06% | 91.86% | |
| GCN | 85.40% | 86.76% | 84.06% | 85.41% | |
| Un-ours | 85.40% | 83.82% | 86.96% | 89.37% | |
| Ours | 86.13% | 83.82% | 88.41% | 89.49% |