Image Editing on ImgEdit (full)
4.61Add ScoreGPT-Image-1
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-Image-1Setting=High2025.12 | 4.61 | 4.33 | 2.9 | 4.35 | 3.66 | 4.57 | 4.93 | 3.96 | 4.89 | 4.2 | |
| GPT-ImageSetting=Zero-shot2025.10 | 4.61 | 4.33 | 2.9 | 4.35 | 3.66 | 4.57 | 4.93 | 3.96 | 4.89 | 4.2 | |
| Qwen-ImageSetting=Zero-shot2025.10 | 4.38 | 4.16 | 3.43 | 4.66 | 4.14 | 4.38 | 4.93 | 3.82 | 4.69 | 4.27 | |
| Qwen-Image-Edit-25092025.12 | 4.32 | 4.36 | 4.04 | 4.64 | 4.52 | 4.37 | 4.84 | 3.39 | 4.71 | 4.35 | |
| FLUX.1 Kontext + MetaCanvasVersion=Dev2025.12 | 4.2 | 3.5 | 2.11 | 4.41 | 3.72 | 3.89 | 4.83 | 3.61 | 4.49 | 3.86 | |
| OursSetting=Zero-shot2025.10 | 4.15 | 4.07 | 1.62 | 4.01 | 3.6 | 4.01 | 4.52 | 3.58 | 4.22 | 3.75 | |
| Step1X-Edit2025.12 | 3.88 | 3.14 | 1.76 | 3.4 | 2.41 | 3.16 | 4.63 | 2.64 | 2.52 | 3.06 | |
| Step1X-EditSetting=Zero-shot2025.10 | 3.88 | 3.14 | 1.76 | 3.4 | 2.41 | 3.16 | 4.63 | 2.64 | 2.52 | 3.06 | |
| UniWorld-V1Setting=Zero-shot2025.10 | 3.82 | 3.64 | 2.27 | 3.47 | 3.24 | 2.99 | 4.21 | 2.96 | 2.74 | 3.26 | |
| FLUX.1 KontextVersion=Dev2025.12 | 3.76 | 3.45 | 2.15 | 3.98 | 2.94 | 3.78 | 4.38 | 2.96 | 4.26 | 3.52 | |
| FLUX.1 KontextSetting=Zero-shot2025.10 | 3.76 | 3.45 | 2.15 | 3.98 | 2.94 | 3.78 | 4.38 | 2.96 | 4.26 | 3.52 | |
| ICEditSetting=Zero-shot2025.10 | 3.58 | 3.39 | 1.73 | 3.15 | 2.93 | 3.08 | 3.84 | 2.04 | 3.68 | 3.05 | |
| OmniGen22025.12 | 3.57 | 3.06 | 1.77 | 3.74 | 3.2 | 3.57 | 4.81 | 2.52 | 4.68 | 3.44 | |
| OmniGen2Setting=Zero-shot2025.10 | 3.57 | 3.06 | 1.77 | 3.74 | 3.2 | 3.57 | 4.81 | 2.52 | 4.68 | 3.44 | |
| BAGEL2025.12 | 3.56 | 3.31 | 1.7 | 3.3 | 2.62 | 3.24 | 4.49 | 2.38 | 4.17 | 3.2 | |
| BAGELSetting=Zero-shot2025.10 | 3.56 | 3.31 | 1.7 | 3.3 | 2.62 | 3.24 | 4.49 | 2.38 | 4.17 | 3.2 | |
| OmniGenSetting=Zero-shot2025.10 | 3.47 | 3.04 | 1.71 | 2.94 | 2.43 | 3.21 | 4.19 | 2.24 | 3.38 | 2.96 | |
| UltraEditSetting=Zero-shot2025.10 | 3.44 | 2.81 | 2.13 | 2.96 | 1.45 | 2.83 | 3.76 | 1.91 | 2.98 | 2.7 | |
| AnyEditSetting=Zero-shot2025.10 | 3.18 | 2.95 | 1.88 | 2.47 | 2.23 | 2.24 | 2.85 | 1.56 | 2.65 | 2.45 | |
| MagicBrushSetting=Zero-shot2025.10 | 2.84 | 1.58 | 1.51 | 1.97 | 1.58 | 1.75 | 2.38 | 1.62 | 1.22 | 1.9 | |
| Instruct-Pix2PixSetting=Zero-shot2025.10 | 2.45 | 1.83 | 1.44 | 2.01 | 1.5 | 1.44 | 3.55 | 1.2 | 1.46 | 1.88 |