Text-guided Image-to-Image Translation on ImageNet-R TI2I modified
32CLIP SimilarityEdit-friendly DDPM inversion
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Edit-friendly DDPM inversionTime=362023.04 | 32 | 0.29 | 0.18 | |
| DDIM inv.T=100, Time=392023.04 | 31 | 0.62 | 0 | |
| DDIM inv.T=50, Time=392023.04 | 31 | 0.62 | 0 | |
| P2P + Edit-friendly DDPM inversionTime=482023.04 | 31 | 0.25 | 0.11 | |
| PnPTime=2062023.04 | 31 | 0.36 | 0 | |
| P2PTime=402023.04 | 30 | 0.61 | 0 | |
| CycleDiffusionη=0.1, Time=362023.04 | 30 | 0.27 | 0.21 | |
| CycleDiffusionη=1, Time=362023.04 | 30 | 0.26 | 0.306 | |
| EDICTTime=5202023.04 | 29 | 0.27 | 0 | |
| null-text inversionTime=1602023.04 | 29 | 0.35 | 0.08 |