Shape Classification on Alzheimer’s disease classification from hippocampal triangle meshes
76.9AccuracyManifold GCN
Evaluation results
| Method | Links | |
|---|---|---|
| Manifold GCNFeatures=Differential Coords., Feature Manifold=SO(3)×SPD(3), # param.=61062024.01 | 76.9 | |
| Manifold GCNFeatures=Normals, Feature Manifold=S^2, # param.=26182024.01 | 75.3 | |
| DiffusionNetFeatures=Heat Kernel Signature, Feature Manifold=R^16, # param.=1169302024.01 | 74.5 | |
| GCNFeatures=Normals, Feature Manifold=R^3, # param.=61862024.01 | 70.9 | |
| DiffusionNetFeatures=Differential Coords., Feature Manifold=R^18, # param.=1170582024.01 | 67.2 | |
| DiffusionNetFeatures=Normals, Feature Manifold=R^3, # param.=1160982024.01 | 64.7 | |
| DiffusionNetFeatures=Geometry, Feature Manifold=R^3, # param.=1160982024.01 | 61.6 | |
| Mesh CNNFeatures=Geometry, Feature Manifold=R^3, # param.=13205582024.01 | 59.2 |