Diagnosis on ADHD-200 AAL116 atlas (test)
77.31AccuracyI²B-HGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| I²B-HGNNType=Ours, Atlas=AAL1162025.02 | 77.31 | 82.63 | 81.94 | |
| DGTNType=P.GCN, Atlas=AAL1162025.02 | 76.45 | 80.72 | 79.63 | |
| EV-GCNType=P.GCN, Atlas=AAL1162025.02 | 76.01 | 82.33 | 82.72 | |
| Pop-GCNType=P.GCN, Atlas=AAL1162025.02 | 74.65 | 80.92 | 72.88 | |
| LG-GNNType=P.GCN, Atlas=AAL1162025.02 | 72.35 | 76.12 | 74.63 | |
| RGTNetType=B.GCN, Atlas=AAL1162025.02 | 72.19 | 75.42 | 70.5 | |
| GATEType=P.GCN, Atlas=AAL1162025.02 | 71.4 | 76.81 | 72.65 | |
| ContrastPoolType=B.GCN, Atlas=AAL1162025.02 | 69.16 | 71.19 | 67.71 | |
| AL-NEGATType=B.GCN, Atlas=AAL1162025.02 | 68.35 | 67.45 | 69.42 | |
| DGCNType=B.GCN, Atlas=AAL1162025.02 | 68.01 | 69.25 | 67.92 | |
| InceptionGCNType=P.GCN, Atlas=AAL1162025.02 | 67.76 | 70.39 | 69.71 | |
| MLPType=Traditional, Atlas=AAL1162025.02 | 67.48 | 71.23 | 68.65 | |
| SVMType=Traditional, Atlas=AAL1162025.02 | 65.68 | 56.79 | 63.45 | |
| BrainGNNType=B.GCN, Atlas=AAL1162025.02 | 65.16 | 67.19 | 65.71 |