AD vs. HC classification on ADNI 80% missing rate cohort (test)
77.5AccuracyACADiff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ACADiffBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 77.5 | 76.3 | 71.9 | 71.3 | |
| ACADiff-embBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 76.8 | 75.7 | 71.1 | 70.4 | |
| LDMBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 76.4 | 75.7 | 68.3 | 70.2 | |
| PASTABackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 75.9 | 75.4 | 67.9 | 69.6 | |
| DS-GANBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 72.4 | 70 | 67 | 65.7 | |
| FICDBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 72.2 | 73.9 | 64.9 | 66 | |
| Pix2PixBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 71.8 | 74.6 | 67.5 | 66.8 | |
| DropBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 58.2 | 60.9 | 54.5 | 56.3 | |
| MeanBackbone=3D DenseNet-121, Missing Rate=80%2026.03 | 55.1 | 57.8 | 51.4 | 53.2 |