Image Editing on PIE-Bench Small Edits
33.25PSNRMcCallum-Foster (Euler)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| McCallum-Foster (Euler)Diffusion Model=Stable Diffusion XL, Editing Method=Smooth Diffusion2026.05 | 33.25 | 40.22 | 20.9 | 20.78 | -0.37 | |
| BDIADiffusion Model=Stable Diffusion XL, Editing Method=Smooth Diffusion2026.05 | 32.01 | 48.9 | 21.82 | 21 | -0.15 | |
| Reversible HeunDiffusion Model=Stable Diffusion XL, Editing Method=Smooth Diffusion2026.05 | 31.66 | 43.88 | 21.68 | 20.97 | -0.06 | |
| McCallum-Foster (Midpoint)Diffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 30.77 | 78.19 | 21.03 | 20.57 | -0.38 | |
| EDICTDiffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 30.17 | 50.89 | 22.28 | 21.09 | 0.03 | |
| EES(2,5)Diffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 29.55 | 63.72 | 22.22 | 21.21 | 0.01 | |
| EES(2,7)Diffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 28.48 | 74.39 | 22.31 | 21.26 | 0.08 | |
| Rex (Midpoint)Diffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 27.26 | 97.75 | 21.72 | 20.52 | -0.16 | |
| BELMDiffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 27.03 | 121.78 | 21.17 | 20.22 | -0.34 | |
| Rex (Euler)Diffusion Model=Stable Diffusion XL, Editing Method=NPI2026.05 | 26.74 | 105.7 | 20.41 | 20.08 | -0.52 |