Disease Prediction on SRPBS
91.13AUCCORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COREType=Brain Networks, Protocol=LOSO2026.05 | 91.13 | 86.17 | |
| DeCIType=Brain Networks, Protocol=LOSO2026.05 | 90.57 | 85.21 | |
| BrainOODType=Brain Networks, Protocol=LOSO2026.05 | 90 | 77.7 | |
| AGMGCType=Brain Networks, Protocol=LOSO2026.05 | 83.52 | 75.86 | |
| XG-GNNType=Brain Networks, Protocol=LOSO2026.05 | 81.8 | 74.69 | |
| GATType=GNN, Protocol=LOSO2026.05 | 75.2 | 69.4 | |
| DiSCOType=Graph OOD, Protocol=LOSO2026.05 | 74.2 | 67.64 | |
| GCNType=GNN, Protocol=LOSO2026.05 | 73.8 | 70.2 | |
| DisCType=Graph OOD, Protocol=LOSO2026.05 | 73.7 | 70 | |
| CORALType=OOD, Protocol=LOSO2026.05 | 72.4 | 68.4 | |
| GINType=GNN, Protocol=LOSO2026.05 | 72.3 | 68.7 | |
| GSATType=Graph OOD, Protocol=LOSO2026.05 | 71.3 | 67.7 | |
| IRMType=OOD, Protocol=LOSO2026.05 | 69.5 | 67.8 | |
| CEPGType=Graph OOD, Protocol=LOSO2026.05 | 63.8 | 59.1 | |
| BrainNetTFType=Brain Networks, Protocol=LOSO2026.05 | 61.56 | 60.41 | |
| FC-HGNNType=Brain Networks, Protocol=LOSO2026.05 | 57.3 | 53.8 |