Image Editing on PIE-Bench (LPIPS, PickScore, ImageReward)
36.8LPIPSMCF (Euler)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MCF (Euler)Solver=McCallum-Foster, Variant=Euler2026.05 | 36.8 | 20.5 | 21.17 | -0.17 | |
| MCF (Midpoint) + SmoothSolver=McCallum-Foster, Variant=Midpoint, Smooth Diffusion=true2026.05 | 41.37 | 20.68 | 21.2 | -0.09 | |
| EDICT + SmoothSolver=EDICT, Smooth Diffusion=true2026.05 | 45.21 | 21.26 | 21.34 | 0.08 | |
| BDIASolver=BDIA2026.05 | 50.52 | 21.41 | 21.21 | 0.04 | |
| Reversible HeunSolver=Reversible Heun2026.05 | 52.45 | 21.41 | 21.18 | 0.05 | |
| EES(2,5) + SmoothSolver=EES(2,5), Smooth Diffusion=true2026.05 | 59.3 | 21.54 | 21.3 | 0.11 | |
| Rex (Euler) + SmoothSolver=Rex, Variant=Euler, Smooth Diffusion=true2026.05 | 60.31 | 20.64 | 20.87 | -0.18 | |
| EES(2,7) + SmoothSolver=EES(2,7), Smooth Diffusion=true2026.05 | 62.52 | 21.64 | 21.3 | 0.12 | |
| Rex (Midpoint) + SmoothSolver=Rex, Variant=Midpoint, Smooth Diffusion=true2026.05 | 67.88 | 21.62 | 21.15 | 0.11 | |
| BELM + SmoothSolver=BELM, Smooth Diffusion=true2026.05 | 75.24 | 21.28 | 20.97 | 0.02 |