Instruction-guided image editing on GEdit-Bench EN Full set
8.44G_SCOurs
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Oursvariant=G, deployed2026.04 | 8.44 | 8.73 | 7.1 | |
| UniWorld-Qwen-Image-Edit2026.04 | 8.36 | 7.87 | 7.76 | |
| ReasonEdit-Q (thinking+reflection)2026.04 | 8.34 | 7.97 | 7.77 | |
| Z-Image2026.01 | 8.11 | 7.72 | 7.57 | |
| Qwen-Image-Edit-25092026.04 | 8 | 7.86 | 7.56 | |
| VIBE2026.01 | 7.91 | 6.33 | 6.81 | |
| VIBE2026.04 | 7.91 | 6.33 | 7.08 | |
| GPT-4oType=Private2026.02 | 7.85 | 7.62 | 7.53 | |
| ChatUMMType=Open-source2026.02 | 7.69 | 7.21 | 6.95 | |
| Step1X-Edit-v1.12026.01 | 7.66 | 7.35 | 6.97 | |
| Edit-R22026.06 | 7.55 | 6.99 | 6.75 | |
| BAGELType=Open-source2026.02 | 7.36 | 6.83 | 6.52 | |
| BAGEL2026.01 | 7.36 | 6.83 | 6.52 | |
| BAGEL2026.04 | 7.36 | 6.83 | 6.52 | |
| BAGEL2026.06 | 7.36 | 6.83 | 6.52 | |
| BAGEL2026.06 | 7.36 | 6.83 | 6.52 | |
| OmniGen22026.01 | 7.16 | 6.77 | 6.41 | |
| OmniGen22026.04 | 7.16 | 6.77 | 6.41 | |
| FLUX.1-Kontext-dev2026.04 | 7.16 | 7.37 | 6.51 | |
| Step1X-Edit2026.04 | 7.13 | 7 | 6.44 | |
| Step1X-EditType=Open-source2026.02 | 7.09 | 6.76 | 6.7 | |
| Step1X-Edit2026.06 | 7.09 | 6.76 | 6.7 | |
| ARM-RLAlignment=Reinforcement Learning2026.06 | 6.85 | 7.68 | 6.68 | |
| Gemini 2.0Type=Private2026.02 | 6.73 | 6.61 | 6.32 | |
| FLUX.1 Kontext [Dev]2026.01 | 6.52 | 7.38 | 6 | |
| OmniGenType=Open-source2026.02 | 5.96 | 5.89 | 5.06 | |
| OmniGen2026.01 | 5.96 | 5.89 | 5.06 | |
| OmniGen2026.06 | 5.96 | 5.89 | 5.06 | |
| ARM2026.06 | 5.73 | 7.67 | 5.75 | |
| ICEdit2026.04 | 4.94 | 7.39 | 4.87 | |
| UniWorld-V12026.01 | 4.93 | 7.43 | 4.85 | |
| UniWorld-v12026.06 | 4.93 | 7.43 | 4.85 | |
| MagicBrushType=Open-source2026.02 | 4.68 | 5.66 | 4.52 | |
| MagicBrush2026.01 | 4.68 | 5.66 | 4.52 | |
| MagicBrush2026.06 | 4.68 | 5.66 | 4.52 | |
| MagicBrush2026.04 | 4.52 | 6.37 | 4.19 | |
| Instruct-Pix2PixType=Open-source2026.02 | 3.58 | 5.49 | 3.68 | |
| Instruct-Pix2Pix2026.01 | 3.58 | 5.49 | 3.68 | |
| Instruct-Pix2Pix2026.06 | 3.58 | 5.49 | 3.68 | |
| InstructPix2Pix2026.04 | 3.3 | 6.19 | 3.22 | |
| AnyEditType=Open-source2026.02 | 3.18 | 5.82 | 3.21 | |
| AnyEdit2026.01 | 3.18 | 5.82 | 3.21 | |
| AnyEdit2026.06 | 3.18 | 5.82 | 3.21 | |
| AnyEdit2026.04 | 3.05 | 5.88 | 2.85 |