Image Generation on MNIST (C-FID, FID, FLD, H%)
15.1FIDAAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AAMScore-control method=None2026.05 | 15.1 | — | — | 5.7 | |
| LDM-UC + VSMConditioning=Unconditional, Score-control method=VSM2026.05 | 31.38 | 3.91 | 6.28 | 0.33 | |
| DDPM + VSMScore-control method=VSM2026.05 | 43.75 | 8.47 | 6.99 | 3.5 | |
| LDM-PTScore-control method=None2026.05 | 64.27 | 8.44 | 23.58 | 19.83 | |
| LDM-UCConditioning=Unconditional, Score-control method=None2026.05 | 76.98 | 11.82 | 25.29 | 1.83 | |
| DDPMScore-control method=None2026.05 | 112.16 | 16.23 | 28.14 | 4.5 | |
| LDM-Text Cond. + VSMConditioning=Text, Score-control method=VSM2026.05 | 228.21 | 9.36 | 8.74 | 12.48 | |
| LDM-Text Cond.Conditioning=Text, Score-control method=None2026.05 | 230.13 | 8.89 | 23.59 | 23 |