Unconditional Image Generation on CelebA-256 (train)
4.76FIDBD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BDIterations=300K, Effective Batch Size=642026.03 | 4.76 | 88.08 | — | |
| DDPM-x0Iterations=300K, Effective Batch Size=642026.03 | 5.47 | 87.33 | — | |
| DDPM-ϵIterations=300K, Effective Batch Size=642026.03 | 5.52 | 87.31 | 497.03 | |
| SSD (3L)Iterations=300K, Effective Batch Size=64, Architecture=Flexi-UNet2026.03 | 7.79 | 59 | 317.36 | |
| SSD (4L)Iterations=300K, Effective Batch Size=64, Architecture=Flexi-UNet2026.03 | 10.52 | 51.7 | 272.98 | |
| SSD (6L)Iterations=300K, Effective Batch Size=64, Architecture=Flexi-UNet2026.03 | 13.5 | 42.88 | 209.69 | |
| SSD (5L)Iterations=300K, Effective Batch Size=64, Architecture=Flexi-UNet2026.03 | — | — | 237.7 |