Text-guided image editing on PIE-Bench 700 images
0.0225Structure DistanceSAVAREdit
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAVAREditBase Model=VAR2026.03 | 0.0225 | 25.73 | 0.8521 | 0.0636 | 25.11 | 22.71 | |
| PnP-DirInv.Base Model=diffusion2026.03 | 0.0243 | 22.46 | 0.7968 | 0.1061 | 25.41 | 22.62 | |
| PnPBase Model=diffusion2026.03 | 0.0282 | 22.28 | 0.7905 | 0.1134 | 25.41 | 22.55 | |
| MasaCtrlBase Model=diffusion2026.03 | 0.0284 | 22.17 | 0.7967 | 0.1066 | 23.96 | 21.16 | |
| AREditBase Model=VAR2026.03 | 0.0305 | 24.19 | 0.837 | 0.087 | 25.42 | 22.77 | |
| RF-InversionBase Model=flow2026.03 | 0.0406 | 20.82 | 0.7192 | 0.19 | 25.2 | 22.11 | |
| LEdits++Base Model=diffusion2026.03 | 0.0431 | 19.64 | 0.7767 | 0.1334 | 26.42 | 23.37 | |
| Pix2Pix-ZeroBase Model=diffusion2026.03 | 0.0617 | 20.44 | 0.7467 | 0.1722 | 22.8 | 20.54 | |
| P2PBase Model=diffusion2026.03 | 0.0694 | 17.87 | 0.7114 | 0.2088 | 25.01 | 22.44 |