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ResearchFormerly WizWand

Image Generation on CIFAR-10 (FID, Inception Score, NFE)

2.2FIDNCSN++ deep VE-SDE
-0.34816.85134.0551.249Sep 22, 2022
Updated 8mo ago

Evaluation results

MethodLinks
NCSN++ deep VE-SDEInvertible=false2022.092.29.892,000
PFGMBackbone=DDPM++ deep, Invertible=true2022.092.359.68110
NCSN++ VE-SDEInvertible=false2022.092.389.832,000
VP-SDEBackbone=DDPM++ deep, Invertible=false2022.092.419.681,000
sub-VP-SDEBackbone=DDPM++ deep, Invertible=false2022.092.419.571,000
StyleGAN2-ADA (cond.)Invertible=false2022.092.4210.141
PFGMBackbone=DDPM++, Invertible=true2022.092.489.65104
VP-SDEBackbone=DDPM++, Invertible=false2022.092.559.581,000
sub-VP-SDEBackbone=DDPM++, Invertible=false2022.092.619.561,000
VP-ODEBackbone=DDPM++ deep, Invertible=true2022.092.869.47134
StyleGAN2-ADAInvertible=false2022.092.929.831
VP-ODEBackbone=DDPM++, Invertible=true2022.092.979.46134
sub-VP-ODEBackbone=DDPM++ deep, Invertible=true2022.093.059.4146
sub-VP-ODEBackbone=DDPM++, Invertible=true2022.093.169.3146
DDPMInvertible=false2022.093.179.461,000
DDIMInvertible=true, T=1002022.094.16—100
DDIMInvertible=true, T=502022.094.67—50
NCSN++ VE-ODEInvertible=true2022.095.299.34194
VITGANInvertible=false2022.096.669.31
NCSN++ deep VE-ODEInvertible=true2022.097.669.17194
NCSNv2Invertible=false2022.0910.878.41,161
NCSNInvertible=false2022.0925.328.871,001
IGEBMInvertible=false2022.0940.66.0260
GlowInvertible=true2022.0948.93.921
PixelCNNInvertible=false2022.0965.94.61,024