Image Modeling on CelebA K=256 (train)
166.09ObjectiveVampPrior VAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VampPrior VAEK=2562026.06 | 166.09 | 111.51 | 54.57 | |
| Ours, transport 2/3KK=2562026.06 | 166.59 | 110.58 | 56.01 | |
| Ours, (K-1) + 1 (π^q, N^p)K=2562026.06 | 166.64 | 110.61 | 56.03 | |
| Standard VAEK=2562026.06 | 167.34 | 111.75 | 55.59 | |
| Standard MoG VAEK=2562026.06 | 167.87 | 112.89 | 54.98 | |
| Ours, (K-1) + 1 (π^q, N^q)K=2562026.06 | 167.88 | 111.95 | 55.93 | |
| Hierarchical VAEK=2562026.06 | 173.22 | 124.64 | 48.58 | |
| GM-VAEK=2562026.06 | 231.67 | 103.47 | 128.21 |