Disease Prediction (ASD) on ABIDE CC200
63.74AUCCORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COREType=Brain Networks, Protocol=LOSO2026.05 | 63.74 | 62.77 | |
| BrainOODType=Brain Networks, Protocol=LOSO2026.05 | 62.51 | 58.9 | |
| DeCIType=Brain Networks, Protocol=LOSO2026.05 | 58.55 | 61.93 | |
| GATType=GNN, Protocol=LOSO2026.05 | 57.9 | 56.71 | |
| BrainNetTFType=Brain Networks, Protocol=LOSO2026.05 | 57.04 | 52.55 | |
| AGMGCType=Brain Networks, Protocol=LOSO2026.05 | 55.67 | 50.85 | |
| FC-HGNNType=Brain Networks, Protocol=LOSO2026.05 | 55.04 | 53.21 | |
| CORALType=OOD, Protocol=LOSO2026.05 | 53.96 | 52.08 | |
| DisCType=Graph OOD, Protocol=LOSO2026.05 | 53.06 | 52.77 | |
| GINType=GNN, Protocol=LOSO2026.05 | 52.61 | 49.86 | |
| IRMType=OOD, Protocol=LOSO2026.05 | 51.98 | 52.86 | |
| DiSCOType=Graph OOD, Protocol=LOSO2026.05 | 51.58 | 51.37 | |
| GSATType=Graph OOD, Protocol=LOSO2026.05 | 51.02 | 51.07 | |
| XG-GNNType=Brain Networks, Protocol=LOSO2026.05 | 50.64 | 52.71 | |
| GCNType=GNN, Protocol=LOSO2026.05 | 50.43 | 50.41 | |
| CEPGType=Graph OOD, Protocol=LOSO2026.05 | 45.03 | 47.47 |