Art Paintings

FFHQ

Flower

Pokemon

Anime Face

Skull

Shell

图片数量

1000

1000

1000

800

120

100

100

RTX TITAN上训练时间

20小时

StyleGAN2

74.56

25.66

45.23

190.23

152.7

127.98

241.37

StyleGAN2 finetune

N/A

N/A

36.72

60.12

61.23

107.68

220.45

5小时

Baseline

45.08

24.45

25.66

57.19

59.38

130.05

155.47

Baseline + metadata + Spatial Attention (ours)

43.16

21.12

21.39

51.16

53.74

102.35

131.56