Image Generation on ImageNet (train val)
83.9PrecisionBigGAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BigGANSetting=Labeled, Res.=2562021.09 | 83.9 | 70.2 | |
| BigGANSetting=Labeled, Res.=1282021.09 | 83.2 | 64.2 | |
| Class-conditional IC-GANSetting=Labeled, Res.=256, Instance selection=k-means 1,0002021.09 | 82.2 | 70.4 | |
| Class-conditional IC-GANSetting=Labeled, Res.=128, Instance selection=k-means 1,0002021.09 | 78.8 | 64.3 | |
| IC-GANSetting=Unlabeled, Res.=128, Instance selection=k-means 1,0002021.09 | 78.2 | 55.6 | |
| IC-GANSetting=Unlabeled, Res.=256, Instance selection=k-means 1,0002021.09 | 77.7 | 54.3 | |
| Class-conditional IC-GANSetting=Labeled, Res.=64, Instance selection=k-means 1,0002021.09 | 76.6 | 67.5 | |
| IC-GANSetting=Unlabeled, Res.=64, Instance selection=k-means 1,0002021.09 | 74.2 | 60.2 | |
| Class-conditional IC-GANSetting=Labeled, Res.=256, Instance selection=random 10,0002021.09 | 73.9 | 79.3 | |
| BigGANSetting=Labeled, Res.=642021.09 | 72.8 | 68.6 | |
| Class-conditional IC-GANSetting=Labeled, Res.=128, Instance selection=random 10,0002021.09 | 72.2 | 73.6 | |
| IC-GANSetting=Unlabeled, Res.=128, Instance selection=random 10,0002021.09 | 71.7 | 69.7 | |
| IC-GANSetting=Unlabeled, Res.=256, Instance selection=random 10,0002021.09 | 70.4 | 68.9 | |
| Uncond. BigGANSetting=Unlabeled, Res.=642021.09 | 69.6 | 63.1 | |
| Class-conditional IC-GANSetting=Labeled, Res.=64, Instance selection=random 10,0002021.09 | 69.6 | 74.5 | |
| IC-GANSetting=Unlabeled, Res.=64, Instance selection=random 10,0002021.09 | 67.5 | 68.6 | |
| Self-cond. GANSetting=Unlabeled, Res.=1282021.09 | 66.3 | 48.4 |