|
|
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 |
||