Image-to-Image Translation on LAION Cat → Dog 5B (test)
93.7CLIP AccuracyStable Diffusion + ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Stable Diffusion + oursbackbone=Stable Diffusion2023.06 | 93.7 | 0.04 | |
| pix2pix-zero2023.06 | 92.4 | 0.044 | |
| DDIM + word swapediting_mechanism=word swap2023.06 | 72 | 0.087 | |
| SDEdit + word swapediting_mechanism=word swap2023.06 | 71.2 | 0.081 | |
| prompt-to-prompt2023.06 | 66 | 0.08 |