Image Editing on ImgEdit 153
4.61AddGPT-Image-1 [High]
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-Image-1 [High]#Params=-2026.03 | 4.61 | 4.33 | 2.9 | 4.35 | 3.66 | 4.57 | 4.93 | 3.96 | 4.89 | 4.2 | |
| Z-Image-Edit#Params=6B2026.03 | 4.4 | 4.14 | 4.3 | 4.57 | 4.13 | 4.14 | 4.85 | 3.63 | 4.5 | 4.3 | |
| Qwen-Image-Edit#Params=20B2026.03 | 4.38 | 4.16 | 3.43 | 4.66 | 4.14 | 4.38 | 4.81 | 3.82 | 4.69 | 4.27 | |
| FLUX.1 Kontext#Params=12B2026.03 | 4.25 | 4.15 | 2.35 | 4.56 | 3.57 | 4.26 | 4.57 | 3.68 | 4.63 | 4 | |
| InternVL-U#Params=2B+1.7B, Chain-of-Thought (w/ CoT)=true2026.03 | 4.24 | 3.8 | 2.58 | 4.36 | 3.51 | 3.92 | 4.69 | 3 | 4.31 | 3.82 | |
| InternVL-U#Params=2B+1.7B2026.03 | 4.13 | 3.4 | 2.27 | 4.13 | 3.39 | 3.84 | 4.77 | 3.03 | 4.05 | 3.67 | |
| Ovis-U1#Params=2.4B+1.2B2026.03 | 3.99 | 3.73 | 2.66 | 4.38 | 4.15 | 4.05 | 4.86 | 3.43 | 4.68 | 3.97 | |
| UniWorld-V1#Params=20B2026.03 | 3.82 | 3.64 | 2.27 | 3.47 | 3.24 | 2.99 | 4.21 | 2.96 | 2.74 | 3.26 | |
| OmniGen2#Params=3B+4B2026.03 | 3.57 | 3.06 | 1.77 | 3.74 | 3.2 | 3.57 | 4.81 | 2.52 | 4.68 | 3.44 | |
| BAGEL#Params=7B+7B2026.03 | 3.56 | 3.31 | 1.7 | 3.3 | 2.62 | 3.24 | 4.49 | 2.38 | 4.17 | 3.2 | |
| Lumina-DiMOO#Params=8B2026.03 | 3.41 | 2.38 | 1.9 | 3.26 | 2.21 | 2.11 | 4.19 | 2.26 | 3.17 | 2.77 |