Attribute Disentanglement on CelebA-HQ
175Age Attribute ScoreLinearGANSpace
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LinearGANSpaceTarget attribute=Bangs2022.11 | 175 | 172 | 78 | — | 70 | 64 | |
| WarpedGANSpaceTarget attribute=Gender2022.11 | 75 | — | 94 | 124 | 236 | 57 | |
| LinearGANSpaceTarget attribute=Pitch2022.11 | 71 | 90 | 43 | 76 | — | 57 | |
| CurvilinearGANSpaceTarget attribute=Race2022.11 | 65 | 56 | — | 60 | 37 | 23 | |
| WarpedGANSpaceTarget attribute=Race2022.11 | 63 | 64 | — | 131 | 73 | 25 | |
| CurvilinearGANSpaceTarget attribute=Gender2022.11 | 62 | — | 50 | 84 | 61 | 40 | |
| LinearGANSpaceTarget attribute=Race2022.11 | 61 | 52 | — | 71 | 24 | 19 | |
| CurvilinearGANSpaceTarget attribute=Pitch2022.11 | 60 | 52 | 36 | 76 | — | 44 | |
| LinearGANSpaceTarget attribute=Yaw2022.11 | 58 | 55 | 43 | 94 | 36 | — | |
| WarpedGANSpaceTarget attribute=Pitch2022.11 | 41 | 44 | 30 | 80 | — | 41 | |
| CurvilinearGANSpaceTarget attribute=Yaw2022.11 | 41 | 62 | 21 | 79 | 21 | — | |
| CurvilinearGANSpaceTarget attribute=Bangs2022.11 | 40 | 38 | 15 | — | 14 | 19 | |
| WarpedGANSpaceTarget attribute=Yaw2022.11 | 30 | 30 | 22 | 97 | 23 | — | |
| LinearGANSpaceTarget attribute=Gender2022.11 | 28 | — | 16 | 78 | 20 | 17 | |
| WarpedGANSpaceTarget attribute=Bangs2022.11 | 23 | 27 | 22 | — | 15 | 21 | |
| CurvilinearGANSpaceTarget attribute=Age2022.11 | — | 80 | 45 | 137 | 60 | 37 | |
| LinearGANSpaceTarget attribute=Age2022.11 | — | 59 | 37 | 63 | 41 | 61 | |
| WarpedGANSpaceTarget attribute=Age2022.11 | — | 51 | 63 | 111 | 59 | 23 |