Image Generation on FFHQ 5K samples 256x256 (test val)
198NFEAdaptive SDE solver
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.12021.05 | 198 | 24.02 | |
| Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05 | 198 | 284.61 | |
| Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.052021.05 | 336 | 18.07 | |
| Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05 | 336 | 114.23 | |
| Probability Flow (ODE)2021.05 | 369 | 135.5 | |
| Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.022021.05 | 643 | 15.67 | |
| Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05 | 643 | 44.42 | |
| Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.012021.05 | 1,020 | 15.68 | |
| Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05 | 1,020 | 20.45 | |
| Euler-MaruyamaSDE Type=VE2021.05 | 2,000 | 18.57 | |
| Reverse-Diffusion & LangevinSDE Type=VE2021.05 | 3,999 | 16.42 |