Medical Image Reconstruction on ADNI AD-50 (test)
1.72AHMSE ($10^{-3}$)Sparse VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sparse VAElatent dimension (d)=642026.04 | 1.72 | 1.45 | |
| beta-schedulingbeta=30, scheduling=cyclical, latent dimension (d)=642026.04 | 1.89 | 1.6 | |
| beta-schedulingbeta=50, scheduling=cyclical, latent dimension (d)=642026.04 | 1.9 | 1.57 | |
| β-VAEbeta=10, scheduling=fixed, latent dimension (d)=642026.04 | 1.97 | 1.68 | |
| β-VAEbeta=1, scheduling=fixed, latent dimension (d)=642026.04 | 2 | 1.78 | |
| β-VAEbeta=50, scheduling=fixed, latent dimension (d)=642026.04 | 2.01 | 1.6 | |
| β-VAEbeta=30, scheduling=fixed, latent dimension (d)=642026.04 | 2.04 | 1.67 |