Instruction-based Image Editing on EdiVal object-centric 7
71.15EdiVal-IFQwen-Image-Edit + Ours
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen-Image-Edit + OursBase Model=Qwen-Image-Edit2026.04 | 71.15 | 91.78 | 96.96 | 94.37 | 81.94 | 7.94 | |
| Qwen-Image-EditBase Model=Qwen-Image-Edit2026.04 | 70.8 | 86.51 | 93.78 | 90.14 | 79.89 | 7.96 | |
| Qwen-Image-Edit + GRAGBase Model=Qwen-Image-Edit2026.04 | 67.31 | 91.17 | 95.49 | 93.33 | 79.26 | 7.96 | |
| Step1X-Edit + OursBase Model=Step1X-Edit2026.04 | 60.84 | 91.77 | 97.8 | 94.79 | 75.94 | 7.86 | |
| Step1X-Edit + GRAGBase Model=Step1X-Edit2026.04 | 59.62 | 91.63 | 97.58 | 94.6 | 75.1 | 7.9 | |
| Step1X-EditBase Model=Step1X-Edit2026.04 | 59.09 | 90.73 | 97.32 | 94.03 | 74.54 | 7.86 | |
| ICEditBase Model=Flux.1 Fill2026.04 | 53.5 | 88.21 | 93.92 | 91.07 | 69.8 | 7.91 | |
| UltraEditBase Model=SD 32026.04 | 51.57 | 83.04 | 93.57 | 88.31 | 67.48 | 7.91 | |
| MagicBrushBase Model=SD 1.52026.04 | 42.66 | 82.9 | 93.62 | 88.26 | 61.36 | 7.89 | |
| InstructPix2PixBase Model=SD 1.52026.04 | 39.34 | 77.71 | 87.79 | 82.75 | 57.06 | 7.86 |