Brain network classification on ABCD-Anx
62.15F1 ScoreAFR-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AFR-Net2026.01 | 62.15 | 59.03 | |
| NeuroPath2026.01 | 55.56 | 57.65 | |
| GAT2026.01 | 54.95 | 54.37 | |
| GraphSAGE2026.01 | 53.75 | 56.15 | |
| RH-BrainFS2026.01 | 53.69 | 54.75 | |
| BQN2026.01 | 53.35 | 51.3 | |
| MLP2026.01 | 53.03 | 56.83 | |
| GCN2026.01 | 52.47 | 45.02 | |
| Graphormer2026.01 | 51.34 | 51.71 | |
| MaskGNN2026.01 | 50.36 | 52.67 | |
| Cross-GNN2026.01 | 50.08 | 50.56 | |
| GIN2026.01 | 49.5 | 48.01 | |
| BrainGNN2026.01 | 47.71 | 55.38 | |
| Triplet2026.01 | 39.56 | 48.07 | |
| AGT2026.01 | 38.54 | 52.51 |