Image Generation on ImageNet 32x32
5.02FIDFM w/ OT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FM w/ OTpath=OT2022.10 | 5.02 | 3.53 | 122 | — | — | — | |
| Score Matching2022.10 | 5.68 | 3.56 | 178 | — | — | — | |
| FM w/ Diffusionpath=diffusion2022.10 | 6.37 | 3.54 | 155 | — | — | — | |
| DDPM2022.10 | 6.99 | 3.54 | 262 | — | — | — | |
| Self-labeled guidanceAnnotation free=true2022.10 | 7.3 | — | — | 20.3 | — | — | |
| Ground-truth labels guidanceAnnotation free=false2022.10 | 9.2 | — | — | 19 | — | — | |
| ScoreFlow2022.10 | 14.14 | 3.55 | 195 | — | — | — | |
| No guidanceAnnotation free=true2022.10 | 14.3 | — | — | 10.8 | — | — | |
| QC-NCSN++Sampler=RK45 ODE solver, NFE=1152022.09 | 16.62 | — | — | 9.85 | 56 | 55 | |
| U-NCSN++Sampler=RK45 ODE solver, NFE=1482022.09 | 17.09 | — | — | 9.8 | 55 | 55 | |
| C-NCSN++Sampler=RK45 ODE solver, NFE=3132022.09 | 24.61 | — | — | 8.56 | 55 | 49 |