Disease Prediction (ASD) on ABIDE
65.53AUCCORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COREType=Brain Networks, Protocol=LOSO2026.05 | 65.53 | 63.48 | |
| BrainOODType=Brain Networks, Protocol=LOSO2026.05 | 63.82 | 59.66 | |
| BrainNetTFType=Brain Networks, Protocol=LOSO2026.05 | 62.85 | 60.9 | |
| GCNType=GNN, Protocol=LOSO2026.05 | 62.13 | 58.64 | |
| XG-GNNType=Brain Networks, Protocol=LOSO2026.05 | 60.41 | 54.12 | |
| IRMType=OOD, Protocol=LOSO2026.05 | 58.77 | 55.5 | |
| GSATType=Graph OOD, Protocol=LOSO2026.05 | 58.69 | 56.12 | |
| AGMGCType=Brain Networks, Protocol=LOSO2026.05 | 58.68 | 51.49 | |
| GATType=GNN, Protocol=LOSO2026.05 | 58.42 | 54.82 | |
| GINType=GNN, Protocol=LOSO2026.05 | 57.95 | 54.6 | |
| DiSCOType=Graph OOD, Protocol=LOSO2026.05 | 56.78 | 55.47 | |
| DisCType=Graph OOD, Protocol=LOSO2026.05 | 56.67 | 56.14 | |
| DeCIType=Brain Networks, Protocol=LOSO2026.05 | 56.02 | 60.78 | |
| CORALType=OOD, Protocol=LOSO2026.05 | 55.69 | 52.75 | |
| FC-HGNNType=Brain Networks, Protocol=LOSO2026.05 | 55.26 | 52.23 | |
| CEPGType=Graph OOD, Protocol=LOSO2026.05 | 51.04 | 50.03 |