Image Modeling on CelebA K=256 (test)
164.65NLLOurs, (K-1) + 1 (π^q, N^q)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours, (K-1) + 1 (π^q, N^q)K=2562026.06 | 164.65 | |
| Ours, (K-1) + 1 (π^q, N^p)K=2562026.06 | 164.82 | |
| Standard VAEK=2562026.06 | 165.19 | |
| Ours, transport 2/3KK=2562026.06 | 165.42 | |
| VampPrior VAEK=2562026.06 | 166.22 | |
| Standard MoG VAEK=2562026.06 | 167.96 | |
| Hierarchical VAEK=2562026.06 | 170.79 | |
| GM-VAEK=2562026.06 | 232.07 |