NDD diagnosis on ABIDE-I Schaefer atlas (Leave-one-site-out cross-validation)
81.1AccuracyI²B-HGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| I²B-HGNNModel Category=Ours, Site=Mean2025.02 | 81.1 | |
| DGTNModel Category=P.GCN, Site=Mean2025.02 | 78.6 | |
| EV-GCNModel Category=P.GCN, Site=Mean2025.02 | 77.4 | |
| LG-GNNModel Category=B.GCN, Site=Mean2025.02 | 74.3 | |
| GATEModel Category=P.GCN, Site=Mean2025.02 | 74.2 | |
| RGTNetModel Category=B.GCN, Site=Mean2025.02 | 73.8 | |
| AL-NEGATModel Category=B.GCN, Site=Mean2025.02 | 73 | |
| ContrastPoolModel Category=B.GCN, Site=Mean2025.02 | 70.9 |