Image Editing on RealPref-Bench
4.91Object Addition ScoreHP-Edit
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HP-Edit2026.04 | 4.91 | 4.925 | 4.781 | 4.733 | 4.75 | 4.545 | 3.913 | 4.776 | 4.667 | 4.554 | |
| Qwen-Image-Edit-2509Version=25092026.04 | 4.81 | 4.85 | 4.781 | 4.539 | 4.358 | 4.165 | 3.54 | 4.734 | 4.472 | 4.337 | |
| Step1X-Edit2026.04 | 4.612 | 3.934 | 4.174 | 4.696 | 3.922 | 3.445 | 3.407 | 4.37 | 4.07 | 3.89 | |
| FLUX.1 Kontext-DevModel Version=Kontext-Dev2026.04 | 4.431 | 4.388 | 4.116 | 4.23 | 3.99 | 2.28 | 1.247 | 4.047 | 3.59 | 3.345 | |
| X2Edit2026.04 | 4.19 | 2.841 | 3.657 | 3.686 | 3.338 | 1.695 | 3.107 | 4.443 | 3.396 | 3.355 | |
| Qwen-Image-Edit2026.04 | 4.151 | 3.665 | 4.574 | 4.539 | 4.549 | 3.02 | 1.98 | 4.875 | 3.919 | 4.005 | |
| UniWorld-V1Version=V12026.04 | 3.832 | 3.273 | 2.917 | 3.487 | 3.074 | 2.015 | 2.967 | 3.776 | 3.168 | 3.263 | |
| Omnigen22026.04 | 3.72 | 3.965 | 3.876 | 4.304 | 2.745 | 2.57 | 2.66 | 3.818 | 3.457 | 3.435 | |
| BAGEL2026.04 | 3.547 | 3.727 | 3.74 | 4.257 | 4.162 | 3.335 | 2.78 | 3.651 | 3.65 | 3.588 |