Image Generation on FFHQ (FID and Specific Structural Scores)
6.42FIDDDPM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DDPM# Train Images=3k2025.02 | 6.42 | 21.58 | 4.98 | 0.46 | |
| Ambient Diffusion# Train Images=3k2025.02 | 6.46 | 20.08 | 4.53 | 0.42 | |
| Ambient Diffusion# Train Images=1k2025.02 | 11.3 | 32.08 | 17.48 | 7.52 | |
| DDPM# Train Images=1k2025.02 | 12.26 | 55.36 | 43.82 | 33.92 | |
| Ambient Diffusion# Train Images=3002025.02 | 15.05 | 49.68 | 40.01 | 29.86 | |
| DDPM# Train Images=3002025.02 | 16.21 | 63.38 | 55.48 | 47.86 |