AD vs. HC classification on ADNI 60% missing rate cohort (test)
87.8AccuracyACADiff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ACADiffBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 87.8 | 88.3 | 81.9 | 84.1 | |
| ACADiff-embBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 87 | 88.1 | 80.8 | 83.6 | |
| PASTABackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 85.1 | 88 | 79.1 | 82.9 | |
| LDMBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 84.2 | 87.1 | 78.9 | 82.7 | |
| FICDBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 83.9 | 85.9 | 78.8 | 83.1 | |
| DS-GANBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 81.1 | 84.6 | 77.8 | 77.3 | |
| Pix2PixBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 80.4 | 85.6 | 78 | 80.9 | |
| DropBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 69.5 | 72.2 | 65.8 | 67.6 | |
| MeanBackbone=3D DenseNet-121, Missing Rate=60%2026.03 | 66.3 | 69 | 62.6 | 64.4 |