AD classification on ADNI AMY+FDG+TAU
91.3AccuracyMuHL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuHLCategory=Hypergraph based model2026.06 | 91.3 | 93.2 | 90.4 | 90.8 | |
| ALTERCategory=Graph based method2026.06 | 90.9 | 90.9 | 90.1 | 89.9 | |
| BrainNetTFCategory=Graph based method2026.06 | 90 | 90 | 89.9 | 88.9 | |
| GATCategory=Graph based method2026.06 | 88.9 | 91.3 | 86.6 | 88 | |
| dwHGCNCategory=Hypergraph based model2026.06 | 88.5 | 91.3 | 86.4 | 88.2 | |
| UniGCNIICategory=Hypergraph based model2026.06 | 88.3 | 89.4 | 86.3 | 77.3 | |
| HNHNCategory=Hypergraph based model2026.06 | 86.9 | 87.6 | 86.5 | 86.4 | |
| GCNCategory=Graph based method2026.06 | 86.6 | 85.9 | 83.2 | 83.4 | |
| HGNNCategory=Hypergraph based model2026.06 | 85.1 | 88 | 84.5 | 85.7 | |
| GCNIICategory=Graph based method2026.06 | 84.2 | 85.3 | 81.2 | 82.3 | |
| SGCNCategory=Graph based method2026.06 | 84.2 | 89.2 | 80.7 | 83.5 | |
| HyBRiDCategory=Hypergraph based model2026.06 | 83.8 | 83.5 | 81.3 | 82.1 | |
| BioBGTCategory=Graph based method2026.06 | 83.2 | 85.6 | 82.9 | 83 | |
| BrainGBCategory=Graph based method2026.06 | 82.8 | 86.3 | 82.7 | 83.6 | |
| IBGNNCategory=Graph based method2026.06 | 81.7 | 84.6 | 80.4 | 81.2 | |
| HyperGTCategory=Hypergraph based model2026.06 | 81.2 | 85.7 | 69.8 | 74.6 |