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ResearchFormerly WizWand

Image Generation on FFHQ 5K samples 256x256 (test val)

198NFEAdaptive SDE solver
45.961,072.232,098.53,124.77May 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.12021.0519824.02
Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05198284.61
Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.052021.0533618.07
Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.05336114.23
Probability Flow (ODE)2021.05369135.5
Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.022021.0564315.67
Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.0564344.42
Adaptive SDE solverSDE Type=VE, Error Tolerance (Erel)=0.012021.051,02015.68
Euler-MaruyamaSDE Type=VE, Solver Budget matching=same NFE2021.051,02020.45
Euler-MaruyamaSDE Type=VE2021.052,00018.57
Reverse-Diffusion & LangevinSDE Type=VE2021.053,99916.42