Medical Image Reconstruction on ADNI AD-30 (test)
1.57ahMSE (10^-3)Sparse VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sparse VAElatent dimension (d)=642026.04 | 1.57 | 1.31 | |
| beta-schedulingbeta=30, scheduling=cyclical, latent dimension (d)=642026.04 | 1.61 | 1.36 | |
| beta-schedulingbeta=50, scheduling=cyclical, latent dimension (d)=642026.04 | 1.64 | 1.35 | |
| β-VAEbeta=1, scheduling=fixed, latent dimension (d)=642026.04 | 1.66 | 1.48 | |
| β-VAEbeta=10, scheduling=fixed, latent dimension (d)=642026.04 | 1.67 | 1.42 | |
| β-VAEbeta=30, scheduling=fixed, latent dimension (d)=642026.04 | 1.7 | 1.38 | |
| β-VAEbeta=50, scheduling=fixed, latent dimension (d)=642026.04 | 1.72 | 1.37 |