Brain Network Classification on ABCD-ADHD
65.5F1 ScoreAFR-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AFR-Net2026.01 | 65.5 | 62.38 | |
| NeuroPath2026.01 | 62.36 | 64.19 | |
| MLP2026.01 | 61.75 | 57.55 | |
| RH-BrainFS2026.01 | 61.59 | 61.76 | |
| GAT2026.01 | 59.59 | 59.31 | |
| GIN2026.01 | 58.31 | 44.37 | |
| Graphormer2026.01 | 55.19 | 58.79 | |
| BQN2026.01 | 53.41 | 57.11 | |
| Cross-GNN2026.01 | 52.76 | 56.24 | |
| BrainGNN2026.01 | 51.35 | 54.37 | |
| GCN2026.01 | 51.28 | 50.81 | |
| MaskGNN2026.01 | 49.22 | 61.58 | |
| Triplet2026.01 | 47.91 | 48.84 | |
| GraphSAGE2026.01 | 47.81 | 52.6 | |
| AGT2026.01 | 41.91 | 53.55 |