Human study of ResNet50 pre-trained on VGGFACE2

Index: HOME / VGGFACE2 / ResNet50

Ours vs DeepInversion (average face)

Ours vs GMI

Ours vs PGGAN (our proposed baseline)

Ours vs Celeba Top confidence

Ours vs Sample Top confidence

Ours vs AMI

Ablation: W&clip vs Z

Ablation: W&clip vs Z&clip

Ablation: W&clip vs W

Ablation: W&clip vs Z+

Ablation: W&clip vs Z+&clip

Ablation: W&clip vs W+

Ablation: W&clip vs W+&clip

Ablation: StyleGAN (FFHQ) vs StyleGAN2 (FFHQ)

Ablation: StyleGAN (CelebA) vs StyleGAN (FFHQ)

Ablation: StyleGAN (CelebA) vs StyleGAN2 (FFHQ)