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ResearchFormerly WizWand

Image Generation on ImageNet (train val)

83.9PrecisionBigGAN
65.59670.34875.179.852Sep 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BigGANSetting=Labeled, Res.=2562021.0983.970.2
BigGANSetting=Labeled, Res.=1282021.0983.264.2
Class-conditional IC-GANSetting=Labeled, Res.=256, Instance selection=k-means 1,0002021.0982.270.4
Class-conditional IC-GANSetting=Labeled, Res.=128, Instance selection=k-means 1,0002021.0978.864.3
IC-GANSetting=Unlabeled, Res.=128, Instance selection=k-means 1,0002021.0978.255.6
IC-GANSetting=Unlabeled, Res.=256, Instance selection=k-means 1,0002021.0977.754.3
Class-conditional IC-GANSetting=Labeled, Res.=64, Instance selection=k-means 1,0002021.0976.667.5
IC-GANSetting=Unlabeled, Res.=64, Instance selection=k-means 1,0002021.0974.260.2
Class-conditional IC-GANSetting=Labeled, Res.=256, Instance selection=random 10,0002021.0973.979.3
BigGANSetting=Labeled, Res.=642021.0972.868.6
Class-conditional IC-GANSetting=Labeled, Res.=128, Instance selection=random 10,0002021.0972.273.6
IC-GANSetting=Unlabeled, Res.=128, Instance selection=random 10,0002021.0971.769.7
IC-GANSetting=Unlabeled, Res.=256, Instance selection=random 10,0002021.0970.468.9
Uncond. BigGANSetting=Unlabeled, Res.=642021.0969.663.1
Class-conditional IC-GANSetting=Labeled, Res.=64, Instance selection=random 10,0002021.0969.674.5
IC-GANSetting=Unlabeled, Res.=64, Instance selection=random 10,0002021.0967.568.6
Self-cond. GANSetting=Unlabeled, Res.=1282021.0966.348.4