Voxel-level Anomaly Detection on ADNI AD-50 (test)
85APSparse VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sparse VAElatent dimension (d)=642026.04 | 85 | 77 | |
| beta-schedulingbeta=30, scheduling=cyclical, latent dimension (d)=642026.04 | 83 | 75 | |
| beta-schedulingbeta=50, scheduling=cyclical, latent dimension (d)=642026.04 | 83 | 75 | |
| β-VAEbeta=50, scheduling=fixed, latent dimension (d)=642026.04 | 82 | 74 | |
| β-VAEbeta=10, scheduling=fixed, latent dimension (d)=642026.04 | 81 | 73 | |
| β-VAEbeta=30, scheduling=fixed, latent dimension (d)=642026.04 | 80 | 73 | |
| β-VAEbeta=1, scheduling=fixed, latent dimension (d)=642026.04 | 79 | 72 |