Brain network classification on ABCD-OCD
70.62F1 ScoreAFR-Net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AFR-Net2026.01 | 70.62 | 72.68 | — | — | — | |
| AFR-Net2026.01 | 70.62 | 72.68 | 69.1 | 63.53 | 79.6 | |
| NeuroPath2026.01 | 64.13 | 69.39 | — | — | — | |
| NeuroPath2026.01 | 64.13 | 69.39 | 62.66 | 60.6 | 68.58 | |
| MLP2026.01 | 60.48 | 68.62 | — | — | — | |
| MLP2026.01 | 60.48 | 68.62 | 61.97 | 63.9 | 57.47 | |
| GAT2026.01 | 59.9 | 63.58 | — | — | — | |
| GAT2026.01 | 59.9 | 63.58 | 58.23 | 57.38 | 62.64 | |
| GraphSAGE2026.01 | 59.76 | 65.81 | — | — | — | |
| GraphSAGE2026.01 | 59.76 | 65.81 | 59.94 | 59.77 | 59.77 | |
| RH-BrainFS2026.01 | 59.55 | 59.69 | — | — | — | |
| RH-BrainFS2026.01 | 59.55 | 59.69 | 59.69 | 59.82 | 63.82 | |
| Graphormer2026.01 | 59.4 | 68.01 | — | — | — | |
| Graphormer2026.01 | 59.4 | 68.01 | 61.95 | 63.15 | 56.32 | |
| MaskGNN2026.01 | 58.42 | 63.3 | — | — | — | |
| MaskGNN2026.01 | 58.42 | 63.3 | 58.09 | 58.18 | 61.8 | |
| Cross-GNN2026.01 | 58.21 | 58.31 | — | — | — | |
| Cross-GNN2026.01 | 58.21 | 58.31 | 56.25 | 55.9 | 62.77 | |
| BrainGNN2026.01 | 54.82 | 53.53 | — | — | — | |
| BrainGNN2026.01 | 54.82 | 53.53 | 52.74 | 52.34 | 57.88 | |
| BQN2026.01 | 53.29 | 57.29 | — | — | — | |
| BQN2026.01 | 53.29 | 57.29 | 49.91 | 39.96 | 80 | |
| GCN2026.01 | 52.26 | 47.11 | — | — | — | |
| GCN2026.01 | 52.26 | 47.11 | 47.5 | 47.24 | 60.34 | |
| AGT2026.01 | 51.52 | 54.18 | — | — | — | |
| AGT2026.01 | 51.52 | 54.18 | 53.79 | 53.69 | 58.05 | |
| Triplet2026.01 | 43.52 | 52.56 | — | — | — | |
| Triplet2026.01 | 43.52 | 52.56 | 50.82 | 45.25 | 57 | |
| GIN2026.01 | 42.93 | 46.97 | — | — | — | |
| GIN2026.01 | 42.93 | 46.97 | 48.07 | 50.19 | 42.82 |