Brain network classification on PPMI
83.7F1 ScoreAFR-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AFR-Net2026.01 | 83.7 | 90.38 | |
| NeuroPath2026.01 | 74.56 | 71.88 | |
| GraphSAGE2026.01 | 73.76 | 70.31 | |
| MaskGNN2026.01 | 73.5 | 68.23 | |
| Graphormer2026.01 | 72.49 | 61.77 | |
| GIN2026.01 | 71.43 | 50 | |
| BrainGNN2026.01 | 71.02 | 71.3 | |
| GAT2026.01 | 70.19 | 70.83 | |
| GCN2026.01 | 68.79 | 64.11 | |
| RH-BrainFS2026.01 | 68.54 | 68.25 | |
| AGT2026.01 | 64.29 | 61.2 | |
| Cross-GNN2026.01 | 63.51 | 65.83 | |
| BQN2026.01 | 56.36 | 60.73 | |
| MLP2026.01 | 54 | 70.52 | |
| Triplet2026.01 | 53.17 | 66.25 |