Diagnostic Classification on ADHD-200 UP
77.5AccuracyI²B-HGNN
Evaluation results
| Method | Links | |
|---|---|---|
| I²B-HGNNAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 77.5 | |
| I²B-HGNNAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 77.5 | |
| LG-GNNAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 73 | |
| RGTNetAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 72.4 | |
| DGTNAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 72.1 | |
| EV-GCNAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 72 | |
| EV-GCNAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 71.9 | |
| LG-GNNAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 71.9 | |
| DGTNAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 71.9 | |
| RGTNetAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 70.8 | |
| GATEAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 68.5 | |
| GATEAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 68.5 | |
| ContrastPoolAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 67.4 | |
| ContrastPoolAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 67.4 | |
| AL-NEGATAtlas=AAL116 Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 66.3 | |
| AL-NEGATAtlas=Schaefer Atlas, Evaluation Protocol=Leave-one-site-out cross validation2025.02 | 66.3 |