Classification on ABCD Anx
58.16AccuracyAFR-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AFR-Net2026.01 | 58.16 | 55.07 | 72.27 | 62.15 | 59.03 | |
| NeuroPath2026.01 | 56.49 | 56.54 | 54.62 | 55.56 | 57.65 | |
| RH-BrainFS2026.01 | 54.69 | 55.33 | 69.5 | 53.69 | 54.75 | |
| GraphSAGE2026.01 | 54.39 | 54.29 | 53.22 | 53.75 | 56.15 | |
| GAT2026.01 | 54.11 | 53.69 | 56.3 | 54.95 | 54.37 | |
| BrainGNN2026.01 | 53.7 | 54.53 | 42.58 | 47.71 | 55.38 | |
| MLP2026.01 | 53.14 | 52.89 | 53.22 | 53.03 | 56.83 | |
| AGT2026.01 | 52.93 | 54.5 | 36.41 | 38.54 | 52.51 | |
| MaskGNN2026.01 | 51.09 | 51.53 | 50.8 | 50.36 | 52.67 | |
| Graphormer2026.01 | 50.09 | 50.08 | 54.08 | 51.34 | 51.71 | |
| BQN2026.01 | 50.03 | 40.01 | 80 | 53.35 | 51.3 | |
| Cross-GNN2026.01 | 49.66 | 49.49 | 52.79 | 50.08 | 50.56 | |
| Triplet2026.01 | 49.5 | 36.68 | 53.81 | 39.56 | 48.07 | |
| GIN2026.01 | 48.81 | 48.33 | 53.5 | 49.5 | 48.01 | |
| GCN2026.01 | 45.47 | 46.07 | 62.75 | 52.47 | 45.02 |