ADHD Classification on ADHD-200 Peking University site
85.18AccuracyD-GATNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D-GATNetFeatures=dFC, Model=Temporal GAT-GNN, Validation=Stratified 10-fold CV2026.03 | 85.18 | — | |
| Qiang et al.Features=Spatio-temporal, Model=STAAE, Validation=5-fold CV2026.03 | 79.5 | — | |
| Qiu et al.Features=dFC, Model=ASTNet, Validation=Holdout2026.03 | 74.5 | — | |
| Zhang et al.Features=FBN connectivity, Model=Diffusion Kernel Attn. Net, Validation=Holdout2026.03 | 70.6 | — | |
| Gulhan & OzmenFeatures=faLFF, ReHo, Model=3D-CNN, Validation=5-fold CV2026.03 | 70.37 | — | |
| Wang et al.Features=ICA, connectivity, Model=ICA-CNN, Corr-AE, Validation=Holdout2026.03 | 67 | — |