Image Generation on MNIST K=64 (test)
4.98Reconstruction Error (MSE)GM-VAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GM-VAE2026.06 | 4.98 | 79.08 | 2.062 | |
| Standard VAE2026.06 | 11.24 | 49.67 | 2.382 | |
| X-VAEConfiguration=K−1 + 1 (πq, Nq)2026.06 | 11.6 | 47.21 | 2.411 | |
| X-VAEConfiguration=transport 2/3 K2026.06 | 11.65 | 47.54 | 2.382 | |
| Hierarchical VAE2026.06 | 11.89 | 46.64 | 2.411 | |
| X-VAEConfiguration=K−1 + 1 (πq, Np)2026.06 | 11.89 | 47.41 | 2.402 | |
| VampPrior VAE2026.06 | 12.12 | 47.76 | 2.46 | |
| Standard MoG VAE2026.06 | 12.88 | 58.27 | 2.631 |