Image Generation on AFHQ v2
2.03FIDPF-ODE + MADM
Evaluation results
| Method | Links | |
|---|---|---|
| PF-ODE + MADMODE Solver=Heun, PC Sampler=PF-ODE + MADM2026.05 | 2.03 | |
| PF-ODEODE Solver=Heun, PC Sampler=PF-ODE2026.05 | 2.04 | |
| Eq (22)rho=32024.12 | 2.05 | |
| Eq (22)rho=72024.12 | 2.05 | |
| Corrector optimised2024.12 | 2.05 | |
| Predictor optimised2024.12 | 2.05 | |
| LogLinear2024.12 | 2.06 | |
| ART-RLNFE=352026.07 | 2.07 | |
| EDMNFE=352026.07 | 2.11 | |
| DPMNFE=352026.07 | 2.15 | |
| INDISNFE=82026.03 | 2.35 | |
| INDISNFE=72026.03 | 2.37 | |
| Convex Schedule2024.12 | 2.48 | |
| LD3NFE=82026.03 | 2.63 | |
| LD3NFE=72026.03 | 2.77 | |
| INDISNFE=62026.03 | 2.77 | |
| ART-RLNFE=192026.07 | 2.85 | |
| PF-ODE + MADMODE Solver=Euler, PC Sampler=PF-ODE + MADM2026.05 | 2.91 | |
| PF-ODEODE Solver=Euler, PC Sampler=PF-ODE2026.05 | 2.93 | |
| EDMNFE=192026.07 | 2.99 | |
| DPMNFE=192026.07 | 3.44 | |
| INDISNFE=52026.03 | 3.48 | |
| LD3NFE=62026.03 | 3.63 | |
| best heu.NFE=82026.03 | 3.83 | |
| GITSNFE=82026.03 | 4.03 | |
| StyleMatteGANvision-aided=true2023.05 | 4.23 | |
| AMEDNFE=72026.03 | 4.39 | |
| best heu.NFE=72026.03 | 4.73 | |
| INDISNFE=42026.03 | 4.8 | |
| Labels4Free2023.05 | 5.19 | |
| GITSNFE=72026.03 | 5.48 | |
| AMEDNFE=82026.03 | 5.55 | |
| LD3NFE=52026.03 | 6.09 | |
| GITSNFE=62026.03 | 6.1 | |
| ART-RLNFE=132026.07 | 6.12 | |
| best heu.NFE=62026.03 | 6.26 | |
| FurryGAN2023.05 | 6.34 | |
| AMEDNFE=52026.03 | 7.34 | |
| EDMNFE=132026.07 | 7.56 | |
| AMEDNFE=62026.03 | 8.19 | |
| GITSNFE=52026.03 | 8.72 | |
| best heu.NFE=52026.03 | 9.01 | |
| LD3NFE=42026.03 | 9.33 | |
| DPMNFE=132026.07 | 9.77 | |
| DMNNFE=82026.03 | 10.12 | |
| INDISNFE=32026.03 | 10.15 | |
| StyleMatteGANvision-aided=false2023.05 | 11.31 | |
| GITSNFE=42026.03 | 12.2 | |
| PSeg2023.05 | 12.71 | |
| DMNNFE=72026.03 | 13.03 | |
| best heu.NFE=42026.03 | 15.35 | |
| DMNNFE=62026.03 | 16.01 | |
| LD3NFE=32026.03 | 17.94 | |
| AMEDNFE=42026.03 | 18.99 | |
| ART-RLNFE=92026.07 | 20.48 | |
| GITSNFE=32026.03 | 24.17 | |
| DMNNFE=52026.03 | 26.11 | |
| EDMNFE=92026.07 | 27.88 | |
| AMEDNFE=32026.03 | 31.82 | |
| DMNNFE=42026.03 | 33.15 | |
| best heu.NFE=32026.03 | 40.24 | |
| DPMNFE=92026.07 | 67.64 | |
| DMNNFE=32026.03 | 178.76 | |
| ART-RLNFE=52026.07 | 194.79 | |
| ART-RLNFE=32026.07 | 243.48 | |
| EDMNFE=52026.07 | 266.02 | |
| DPMNFE=52026.07 | 321.59 | |
| DPMNFE=32026.07 | 375.76 | |
| EDMNFE=32026.07 | 375.76 |