Distribution Modeling on Indep. Skewed (d=6, N=6000)
0.0002MMDNF
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| NF2026.06 | 0.0002 | — | 6 | 6 | — | — | — | — | |
| NF2026.06 | 0.0002 | — | 6 | 6 | — | — | — | — | |
| VAE2026.06 | 0.0004 | 0.0241 | 0 | 1 | 0.044 | 1.041 | 0.998 | 128 | |
| WAAE2026.06 | 0.0004 | 0.0084 | 2 | 6 | 0.042 | 0.958 | 0.997 | 128 | |
| VAE2026.06 | 0.0007 | 0.0399 | 4 | 6 | 0.009 | 0.994 | 0.999 | 128 | |
| WAAE-GMM-RO2026.06 | 0.0008 | 0.005 | 6 | 6 | 0.005 | 1.002 | 1 | 128 | |
| WAAE-GMM-RO2026.06 | 0.0009 | 0.0043 | 6 | 6 | 0.016 | 1.015 | 1 | 128 | |
| WAAE2026.06 | 0.0025 | 0.018 | 1 | 5 | 0.023 | 1.005 | 0.994 | 128 | |
| DDIM2026.06 | 0.0055 | 0.0298 | 3 | 6 | 0.051 | 0.949 | 1 | 6,400 | |
| DDIM2026.06 | 0.0078 | 0.0309 | 5 | 6 | 0.041 | 0.959 | 0.999 | 6,400 |