Single-Image Editing on ImgEdit Benchmark
4.23Extract ScoreQwen-2511
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen-2511Access=Open-Source2026.06 | 4.23 | 4.4 | 4.61 | 4.23 | 3.91 | 4.21 | 3.76 | 2.72 | 4.52 | 4.07 | |
| DyRefbase_model=Qwen-2511, Access=Open-Source2026.06 | 4.07 | 4.35 | 4.66 | 4.17 | 4.1 | 4.46 | 4.12 | 4.21 | 4.72 | 4.32 | |
| DreamOmni2Access=Open-Source2026.06 | 2.95 | 3.83 | 4.43 | 3.9 | 3.53 | 4.27 | 3.09 | 2.91 | 4.5 | 3.71 | |
| GPT Image 1 [High]Access=Closed-Source2026.06 | 2.9 | 4.61 | 4.93 | 4.57 | 4.33 | 4.35 | 3.66 | 3.96 | 4.89 | 4.2 | |
| FLUX.2 [klein]Access=Open-Source2026.06 | 2.89 | 4.36 | 4.72 | 3.99 | 4.02 | 4.47 | 3.95 | 3.5 | 4.72 | 4.07 | |
| DyRefbase_model=FLUX.2 [klein], Access=Open-Source2026.06 | 2.81 | 4.43 | 4.69 | 4.08 | 3.84 | 4.48 | 4.27 | 3.65 | 4.77 | 4.11 | |
| OmniGen2Access=Open-Source2026.06 | 2.43 | 3.72 | 4.63 | 3.72 | 3.11 | 3.75 | 2.62 | 2.6 | 4.52 | 3.46 | |
| Seedream4.0Access=Closed-Source2026.06 | 2.39 | 4.52 | 4.76 | 4.3 | 4.41 | 4.56 | 4.44 | 3.33 | 4.36 | 4.18 | |
| BAGELAccess=Open-Source2026.06 | 1.77 | 3.61 | 4.2 | 3.33 | 3.4 | 3.76 | 2.59 | 2.59 | 4.32 | 3.29 |