Neurodevelopmental Disorder Diagnosis on ABIDE-I LEUVEN AAL116 atlas
79.7AccuracyAL-NEGAT
Evaluation results
| Method | Links | |
|---|---|---|
| AL-NEGATModel Category=B.GCN2025.02 | 79.7 | |
| I²B-HGNNModel Category=Ours2025.02 | 79.7 | |
| DGTNModel Category=P.GCN2025.02 | 76.6 | |
| EV-GCNModel Category=P.GCN2025.02 | 76.6 | |
| LG-GNNModel Category=B.GCN2025.02 | 75 | |
| RGTNetModel Category=B.GCN2025.02 | 73.4 | |
| GATEModel Category=P.GCN2025.02 | 73.4 | |
| BrainRiemSource Site=UM2026.06 | 71.1 | |
| BrainRiemSource Site=UCLA2026.06 | 70.8 | |
| BrainRiemSource Site=USM2026.06 | 70.6 | |
| ContrastPoolModel Category=B.GCN2025.02 | 70.3 | |
| BrainRiemSource Site=NYU2026.06 | 70 | |
| NRCSource Site=UCLA2026.06 | 65.1 | |
| StruRWSource Site=UCLA2026.06 | 65 | |
| StruRWSource Site=UM2026.06 | 64.8 | |
| NRCSource Site=USM2026.06 | 64.6 | |
| StruRWSource Site=NYU2026.06 | 64.5 | |
| NRCSource Site=UM2026.06 | 64.3 | |
| UDA-GCNSource Site=UM2026.06 | 64.3 | |
| UDA-GCNSource Site=UCLA2026.06 | 64.2 | |
| UDA-GCNSource Site=USM2026.06 | 64.2 | |
| StruRWSource Site=USM2026.06 | 64 | |
| UDA-GCNSource Site=NYU2026.06 | 63.8 | |
| NRCSource Site=NYU2026.06 | 63.6 | |
| G-SFDASource Site=USM2026.06 | 63.2 | |
| SHOTSource Site=UCLA2026.06 | 62.8 | |
| SHOTSource Site=USM2026.06 | 62.8 | |
| G-SFDASource Site=NYU2026.06 | 62.6 | |
| G-SFDASource Site=UM2026.06 | 62.6 | |
| SHOTSource Site=UM2026.06 | 62.3 | |
| SHOTSource Site=NYU2026.06 | 62.2 | |
| G-SFDASource Site=UCLA2026.06 | 62.2 | |
| 3C-GANSource Site=UM2026.06 | 61.5 | |
| DANNSource Site=USM2026.06 | 61.3 | |
| DANNSource Site=UCLA2026.06 | 61.2 | |
| 3C-GANSource Site=NYU2026.06 | 61 | |
| 3C-GANSource Site=UCLA2026.06 | 60.7 | |
| DANNSource Site=UM2026.06 | 60.4 | |
| DANNSource Site=NYU2026.06 | 60.1 | |
| 3C-GANSource Site=USM2026.06 | 59.7 | |
| A-GCLSource Site=USM2026.06 | 59.1 | |
| A-GCLSource Site=UM2026.06 | 58.8 | |
| CORALSource Site=UM2026.06 | 58.5 | |
| A-GCLSource Site=UCLA2026.06 | 58.2 | |
| A-GCLSource Site=NYU2026.06 | 58.1 | |
| CORALSource Site=UCLA2026.06 | 57.7 | |
| CORALSource Site=USM2026.06 | 57 | |
| CORALSource Site=NYU2026.06 | 56.9 | |
| BrainGNNSource Site=NYU2026.06 | 55.7 | |
| BrainGNNSource Site=USM2026.06 | 55.7 | |
| BrainGNNSource Site=UCLA2026.06 | 54.6 | |
| BrainGNNSource Site=UM2026.06 | 53.4 | |
| SPDNetSource Site=USM2026.06 | 50.6 | |
| SPDNetSource Site=NYU2026.06 | 50.4 | |
| SPD-GNNSource Site=NYU2026.06 | 49.1 | |
| SPD-GNNSource Site=UM2026.06 | 48.9 | |
| SPD-GNNSource Site=UCLA2026.06 | 48.6 | |
| SPDNetSource Site=UM2026.06 | 48.5 | |
| SPDNetSource Site=UCLA2026.06 | 47.7 | |
| SPD-GNNSource Site=USM2026.06 | 47.3 |