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ResearchFormerly WizWand

Image Generation on STL10

10.41Inception ScoreDG flow (KL)
8.5389.0249.519.996Dec 1, 2020
Updated 8mo ago

Evaluation results

MethodLinks
DG flow (KL)Base Model=WGAN-GP2020.1210.41
DG flow (log D)Base Model=WGAN-GP2020.129.8
DG flow (KL)Base Model=SN-DCGAN (hi)2020.129.74
DG flow (KL)Base Model=SN-DCGAN (ns)2020.129.66
DG flow (JS)Base Model=SN-DCGAN (hi)2020.129.5
DG flow (JS)Base Model=SN-DCGAN (ns)2020.129.49
DOTBase Model=SN-DCGAN (ns)2020.129.45
DG flow (log D)Base Model=SN-DCGAN (hi)2020.129.41
DOTBase Model=SN-DCGAN (hi)2020.129.35
DOTBase Model=WGAN-GP2020.129.31
DG flow (log D)Base Model=SN-DCGAN (ns)2020.129.18
DG flow (JS)Base Model=WGAN-GP2020.128.85
SN-DCGAN (hi)Variant=Base Model2020.128.77
WGAN-GPVariant=Base Model2020.128.72
SN-DCGAN (ns)Variant=Base Model2020.128.61