AD Classification on ADNI (CT+AMY+TAU)
88.9AccuracyMuHL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuHLCategory=Hypergraph based model2026.06 | 88.9 | 92.9 | 87.4 | 89.4 | |
| GATCategory=Graph based method2026.06 | 88.3 | 91.3 | 84 | 86.4 | |
| UniGCNIICategory=Hypergraph based model2026.06 | 88.3 | 87.2 | 86.3 | 86.5 | |
| ALTERCategory=Graph based method2026.06 | 87.5 | 90.6 | 85.1 | 86.7 | |
| BrainNetTFCategory=Graph based method2026.06 | 86.8 | 90.1 | 84.5 | 86.2 | |
| GCNCategory=Graph based method2026.06 | 85.5 | 87.3 | 81.7 | 83.6 | |
| dwHGCNCategory=Hypergraph based model2026.06 | 85.5 | 88.6 | 85.6 | 86.5 | |
| HNHNCategory=Hypergraph based model2026.06 | 84.3 | 86.9 | 84.8 | 85.4 | |
| SGCNCategory=Graph based method2026.06 | 82.2 | 86.5 | 83.7 | 84.3 | |
| GCNIICategory=Graph based method2026.06 | 81.8 | 87.1 | 80.1 | 85.2 | |
| BrainGBCategory=Graph based method2026.06 | 80.5 | 86.1 | 77.3 | 80.2 | |
| HGNNCategory=Hypergraph based model2026.06 | 80.2 | 82.1 | 76 | 78.1 | |
| HyBRiDCategory=Hypergraph based model2026.06 | 79.2 | 80 | 79.8 | 79.4 | |
| BioBGTCategory=Graph based method2026.06 | 77.8 | 76.9 | 76.3 | 76.7 | |
| HyperGTCategory=Hypergraph based model2026.06 | 76.6 | 74.2 | 63 | 65.8 | |
| IBGNNCategory=Graph based method2026.06 | 74.2 | 78.7 | 74 | 75.2 |