Image Generation on CelebA 256x256 (test)
4.44gFIDDSM-AE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSM-AEVAE configuration=f8d4, diff steps=100k2026.03 | 4.44 | — | — | — | |
| DSM-AEVAE configuration=f16d16, diff steps=100k2026.03 | 4.49 | — | — | — | |
| Scale EquivarianceVAE configuration=f16d16, diff steps=100k2026.03 | 5.46 | — | — | — | |
| ESM-AEVAE configuration=f16d16, diff steps=100k2026.03 | 5.84 | — | — | — | |
| Scale EquivarianceVAE configuration=f8d4, diff steps=100k2026.03 | 5.87 | — | — | — | |
| ESM-AEVAE configuration=f8d4, diff steps=100k2026.03 | 5.91 | — | — | — | |
| SD-VAEVAE configuration=f8d4, diff steps=125k2026.03 | 6.63 | — | — | — | |
| SD-VAEVAE configuration=f16d16, diff steps=150k2026.03 | 6.88 | — | — | — | |
| GM-VAE2026.06 | — | 74.99 | 89.14 | 1.781 | |
| Hierarchical VAE2026.06 | — | 104.6 | 87.09 | 1.806 | |
| Standard MoG VAE2026.06 | — | 92.63 | 87.49 | 1.795 | |
| Standard VAE2026.06 | — | 87.42 | 86.34 | 1.816 | |
| VampPrior VAE2026.06 | — | 90.27 | 82.8 | 1.858 | |
| X-VAEConfiguration=K−1 + 1 (πq, Np)2026.06 | — | 87.99 | 80.4 | 1.772 | |
| X-VAEConfiguration=transport 2/3 K2026.06 | — | 88.24 | 81.9 | 1.807 | |
| X-VAEConfiguration=K−1 + 1 (πq, Nq)2026.06 | — | 88.4 | 83.11 | 1.797 |