Image Modeling on MNIST K=64 (test)
69.17Objective ScoreGM-VAE
Evaluation results
| Method | Links | |
|---|---|---|
| GM-VAEK=642026.06 | 69.17 | |
| Standard MoG VAEK=642026.06 | 29.24 | |
| Standard VAEK=642026.06 | 28.85 | |
| Ours, transport 2/3KK=642026.06 | 28.75 | |
| Ours, (K-1) + 1 (π^q, N^p)K=642026.06 | 28.61 | |
| Ours, (K-1) + 1 (π^q, N^q)K=642026.06 | 28.56 | |
| VampPrior VAEK=642026.06 | 28.3 | |
| Hierarchical VAEK=642026.06 | 28.1 |