Synthetic Face Generation on FFHQ
98.43Non-Collision RateBIP+GapGen
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BIP+GapGen#Identity=10K, Resolution=1024×10242026.05 | 98.43 | 99.57 | 56.2 | 87.94 | |
| BIP+GapGen#Identity=100K, Resolution=1024×10242026.05 | 98.38 | 97.84 | 54.63 | 89.42 | |
| BIP+GapGen#Identity=500K, Resolution=1024×10242026.05 | 98.24 | 86.3 | 55.62 | 88.31 | |
| BIP+GapGen#Identity=1M, Resolution=1024×10242026.05 | 98.07 | 78.36 | 56.47 | 88.75 | |
| Arc2Face#Identity=10K, Resolution=512×5122026.05 | 93.9 | 88.67 | 74.11 | 0 | |
| DCFace#Identity=10K, Resolution=112×1122026.05 | 72.38 | 49.2 | 139.7 | — | |
| Vec2Face#Identity=10K, Resolution=112×1122026.05 | 53.92 | 65.02 | 159.3 | 62.78 | |
| Vec2Face#Identity=100K, Resolution=112×1122026.05 | 52.95 | 45.44 | 159.18 | 61.43 | |
| Vec2Face#Identity=500K, Resolution=112×1122026.05 | 52.93 | 36.22 | 159.29 | 62.01 | |
| CAS. (Real)#Identity=10.6K, Resolution=250×2502026.05 | 0.32 | 90.08 | 131.7 | — |