Art Paintings

FFHQ

Nature Photograph

图片数量

10% data

20% data

100% data

10% data

20% data

100% data

10% data

20% data

100% data

WAGN

80.6

61

59.3

36.8

29.6

23.2

78.3

69.2

60.1

WGAN + $\lambda R_t^3$

42.3

41.3

39.9

19.1

18.3

16.4

49.3

45.1

41.2

StyleGAN

70.6

50.69

43.1

25.6

18.6

8.31

75.3

56.3

42.1

StyleGAN + $\lambda R_t^3$

48.1

41.32

34.3

16.8

9.41

6.32

53.6

48.6

31.9

BIGGAN

75.6

68.3

50.6

34.1

29.6

15.6

78.6

59.1

47.1

BIGGAN + $\lambda R_t^3$

59.1

53.8

30.1

28.3

25.1

9.4

62.1

51.1

32.1