Sketch-to-Image Synthesis on CelebAMask-HQ
77SSIMOurs
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours2026.03 | 77 | 64.44 | 1.9 | 43.26 | 28.99 | 0.14 | |
| pSp2026.03 | 66 | 99.16 | 1.74 | 73.58 | 29.32 | 0.17 | |
| DeepFaceDrawingpre-trained weights=true2026.03 | 64 | 78.28 | 1.25 | 61.28 | 28.92 | 0.45 | |
| OMEpre-trained weights=true2026.03 | 62 | — | — | — | 21.43 | 0.16 | |
| Pix2PixHD2026.03 | 61 | 172.93 | 1.28 | 92.95 | 25.31 | 0.38 | |
| ControlNet2026.03 | 55 | 172.93 | 1.97 | 135.25 | 26.31 | 0.35 | |
| CycleGAN2026.03 | 53 | 148.78 | 1.31 | 105.99 | 28.02 | 0.28 | |
| T2I-Adapter2026.03 | 31 | 508 | 1 | 114.76 | 16.27 | 0.48 |