Image Generation on CIFAR-10 (FID, S>0.9, S>0.925, S>0.95)
10.36FIDAmbient Diffusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ambient Diffusion# Train Images=1k2025.02 | 10.36 | 69.08 | 47.26 | 26.34 | |
| DDPM# Train Images=1k2025.02 | 10.46 | 75.86 | 57.98 | 43.44 | |
| Ambient Diffusion# Train Images=3k2025.02 | 14.26 | 52.24 | 11.36 | 0.06 | |
| DDPM# Train Images=3k2025.02 | 14.73 | 53.4 | 11.92 | 0.08 | |
| Ambient Diffusion# Train Images=3002025.02 | 23.91 | 44.84 | 20.22 | 9.64 | |
| DDPM# Train Images=3002025.02 | 25.1 | 78.96 | 67.2 | 56.56 |