Generative Modeling on Clustered data K=3 synthetic (train)
0.056ObjectiveX-VAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| X-VAEconfiguration=K−1 + 1 (π^q, N^q)2026.06 | 0.056 | 0.015 | 0.04 | |
| X-VAEconfiguration=transport 2/3K2026.06 | 0.055 | 0.013 | 0.041 | |
| X-VAEconfiguration=K−1 + 1 (π^q, N^p)2026.06 | 0.053 | 0.011 | 0.042 | |
| VampPrior VAE2026.06 | 0.049 | 0.011 | 0.038 | |
| Standard VAE2026.06 | 0.048 | 0.01 | 0.038 | |
| Hierarchical VAE2026.06 | 0.047 | 0.011 | 0.036 | |
| Standard MoG VAE2026.06 | 0.047 | 0.011 | 0.036 | |
| GM-VAE2026.06 | 0.008 | 0.01 | 0.002 |