Medical Image Reconstruction on ADNI CN (test)
1.14hhMSE (10^-3)β-VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| β-VAEbeta=1, scheduling=fixed, latent dimension (d)=642026.04 | 1.14 | 94.29 | |
| β-VAEbeta=10, scheduling=fixed, latent dimension (d)=642026.04 | 1.18 | 94.2 | |
| beta-schedulingbeta=30, scheduling=cyclical, latent dimension (d)=642026.04 | 1.2 | 94.15 | |
| Sparse VAElatent dimension (d)=642026.04 | 1.2 | 94.21 | |
| beta-schedulingbeta=50, scheduling=cyclical, latent dimension (d)=642026.04 | 1.22 | 94.22 | |
| β-VAEbeta=30, scheduling=fixed, latent dimension (d)=642026.04 | 1.24 | 94.11 | |
| β-VAEbeta=50, scheduling=fixed, latent dimension (d)=642026.04 | 1.26 | 94.07 |