Voxel-level Anomaly Detection on ADNI AD-30 (test)
56APβ-VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| β-VAEbeta=50, scheduling=fixed, latent dimension (d)=642026.04 | 56 | 54 | |
| beta-schedulingbeta=30, scheduling=cyclical, latent dimension (d)=642026.04 | 56 | 54 | |
| beta-schedulingbeta=50, scheduling=cyclical, latent dimension (d)=642026.04 | 56 | 54 | |
| Sparse VAElatent dimension (d)=642026.04 | 56 | 55 | |
| β-VAEbeta=30, scheduling=fixed, latent dimension (d)=642026.04 | 53 | 52 | |
| β-VAEbeta=10, scheduling=fixed, latent dimension (d)=642026.04 | 51 | 51 | |
| β-VAEbeta=1, scheduling=fixed, latent dimension (d)=642026.04 | 48 | 49 |