AD classification on ADNI CT+FDG+TAU
90AccuracyMuHL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuHLCategory=Hypergraph based model2026.06 | 90 | 93.4 | 89.5 | 89.2 | |
| UniGCNIICategory=Hypergraph based model2026.06 | 89.4 | 91.3 | 87.1 | 88.6 | |
| ALTERCategory=Graph based method2026.06 | 88.9 | 89.4 | 88 | 88 | |
| BrainNetTFCategory=Graph based method2026.06 | 88.6 | 87.2 | 86.2 | 85.9 | |
| dwHGCNCategory=Hypergraph based model2026.06 | 88.5 | 90.6 | 86.7 | 88.1 | |
| HNHNCategory=Hypergraph based model2026.06 | 87.6 | 90.2 | 85.1 | 86.5 | |
| GATCategory=Graph based method2026.06 | 87.4 | 91.5 | 86.2 | 88.1 | |
| HyBRiDCategory=Hypergraph based model2026.06 | 85.5 | 87.3 | 85.2 | 85.5 | |
| HGNNCategory=Hypergraph based model2026.06 | 83.7 | 87 | 80 | 82.1 | |
| GCNCategory=Graph based method2026.06 | 83.5 | 87 | 81 | 82.5 | |
| IBGNNCategory=Graph based method2026.06 | 82.9 | 83.8 | 79.1 | 80.5 | |
| HyperGTCategory=Hypergraph based model2026.06 | 82.5 | 81.8 | 70.5 | 74.1 | |
| BrainGBCategory=Graph based method2026.06 | 81.8 | 82.5 | 81.1 | 80.3 | |
| SGCNCategory=Graph based method2026.06 | 81.7 | 87.9 | 78.2 | 81.3 | |
| BioBGTCategory=Graph based method2026.06 | 81.5 | 84.6 | 82.1 | 82.9 | |
| GCNIICategory=Graph based method2026.06 | 81.1 | 85.2 | 77 | 79.3 |