Disease Risk Prediction on Tau modality AD vs. CN
95.91PrecisionDGCN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 95.91 | 95.65 | 95.55 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 95.76 | 95.45 | 95.38 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 95.72 | 95.45 | 95.32 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 92.61 | 91.07 | 90.45 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 92.61 | 91.07 | 90.45 | |
| GCN+Backbone=GCN, DC Layer=true2023.07 | 91.92 | 90.91 | 90.26 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 91.77 | 90.91 | 88.86 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 90.13 | 88.41 | 87.16 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 89.29 | 86.64 | 85.64 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 88.52 | 86.36 | 84.68 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 87.26 | 84.86 | 83.99 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 83.65 | 76.84 | 71.51 |