Brain Network Classification on ABIDE-I
75.45AccuracyHLBG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HLBGModel Category=MB2026.07 | 75.45 | 79.09 | 71.36 | |
| CAGTModel Category=GT2026.07 | 74.01 | 77.83 | 69.6 | |
| ALTERModel Category=GT2026.07 | 71.29 | 72.23 | 66.1 | |
| GraphMambaModel Category=MB2026.07 | 71.11 | 74.76 | 66.72 | |
| BrainUSLModel Category=GNN2026.07 | 70.72 | 71.09 | 68.94 | |
| GBTModel Category=GT2026.07 | 70.06 | 73.08 | 66.86 | |
| MambaModel Category=MB2026.07 | 70.04 | 70.43 | 69.03 | |
| BrainNetTFModel Category=GT2026.07 | 69.22 | 68.69 | 65.13 | |
| Com-BrainTFModel Category=GT2026.07 | 68.93 | 69.78 | 66.11 | |
| BrainIBModel Category=GNN2026.07 | 67.34 | 70.94 | 63.57 | |
| ContrasformerModel Category=GT2026.07 | 67.3 | 69.66 | 65.09 | |
| IBGNNModel Category=GNN2026.07 | 66.28 | 65.66 | 66.98 | |
| GraphGPSModel Category=GT2026.07 | 65.3 | 60.61 | 64.12 | |
| BrainGNNModel Category=GNN2026.07 | 65.12 | 62.87 | 65.07 | |
| vanillaTFModel Category=GT2026.07 | 64.2 | 66.4 | 62.47 | |
| GINEModel Category=GNN2026.07 | 63.04 | 65.93 | 64.82 |