Style Manipulation on CelebA-HQ (test)
15.96Bangs FID (+)LatRef-Diff
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LatRef-DiffManner=Reference-guided, Setting=#12026.04 | 15.96 | 90.98 | 35.67 | 97.34 | 52.16 | 87.57 | 73.81 | 99.94 | 44.4 | 93.96 | |
| SDGANManner=Reference-guided, Setting=#12026.04 | 16.27 | 86.27 | 38.62 | 90.52 | 51.45 | 87.09 | 75.17 | 95.02 | 45.37 | 89.7 | |
| VecGAN++Manner=Reference-guided, Setting=#12026.04 | 16.37 | 78.99 | 37.44 | 91.65 | — | — | — | — | — | — | |
| BSGANManner=Reference-guided, Setting=#12026.04 | 17.29 | 84.56 | 38.33 | 91.15 | 55.38 | 87.33 | 80.63 | 91.66 | 47.9 | 88.67 | |
| HiSDManner=Reference-guided, Setting=#12026.04 | 17.53 | 76.32 | 38.73 | 89.33 | 56.64 | 83.82 | 89.97 | 95.11 | 50.71 | 86.14 | |
| ELEGANTManner=Reference-guided, Setting=#12026.04 | 28.16 | 72.88 | 52.11 | 85.28 | 91.1 | 68.27 | 107.08 | 98.66 | 69.61 | 81.27 |