Subject-driven Image Generation on SconeEval
8.92Composition Single COMGPT-4o
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4oModel Category=Closed-Source Model2025.12 | 8.92 | 8.51 | 9.18 | 8.55 | 9.45 | 9.01 | 8.83 | 8.49 | 8.99 | 9.56 | 8.98 | 8.9 | 8.94 | |
| Gemini-2.5-Flash-ImageModel Category=Closed-Source Model2025.12 | 8.87 | 7.94 | 9.12 | 9.15 | 9 | 8.5 | 8.27 | 8.87 | 8.17 | 8.85 | 8.56 | 8.84 | 8.7 | |
| Echo-4oModel Category=Unified Model2025.12 | 8.58 | 7.73 | 8.36 | 8.33 | 7.74 | 7.18 | 7.87 | 8.72 | 8.01 | 8.33 | 8.05 | 8.14 | 8.09 | |
| Qwen-Image-Edit-2509Model Category=Generation Model2025.12 | 8.54 | 6.85 | 8.85 | 8.57 | 7.32 | 6.86 | 7.53 | 8.13 | 7.49 | 7.02 | 7.76 | 7.65 | 7.7 | |
| SconeModel Category=Unified Model2025.12 | 8.52 | 7.4 | 8.98 | 9.73 | 7.97 | 7.74 | 8.2 | 9.25 | 8.21 | 8.44 | 8.21 | 8.79 | 8.5 | |
| UniWorld-V2Model Category=Generation Model2025.12 | 8.41 | 7.16 | 8.63 | 8.24 | 7.44 | 6.77 | 7.52 | 8.03 | 7.7 | 7.24 | 7.81 | 7.57 | 7.69 | |
| USOModel Category=Generation Model2025.12 | 8.03 | 5.19 | 7.96 | 8.5 | 7.14 | 6.51 | 5.1 | 6.25 | 5.07 | 5.57 | 6.41 | 6.71 | 6.56 | |
| OmniGen2Model Category=Unified Model2025.12 | 8 | 6.59 | 8.31 | 8.99 | 6.99 | 6.8 | 7.28 | 8.3 | 7.14 | 7.13 | 7.39 | 7.81 | 7.6 | |
| FLUX.1 Kontext [dev]Model Category=Generation Model2025.12 | 7.92 | — | 7.93 | 8.45 | 6.2 | 6.11 | — | — | — | — | — | — | — | |
| UNOModel Category=Generation Model2025.12 | 7.53 | 5.38 | 7.27 | 7.9 | 6.76 | 6.53 | 5.27 | 7.02 | 5.61 | 6.27 | 6.31 | 6.93 | 6.62 | |
| BAGELModel Category=Unified Model2025.12 | 7.14 | 5.55 | 7.49 | 7.95 | 6.93 | 6.21 | 6.44 | 7.38 | 6.87 | 7.27 | 6.74 | 7.2 | 6.97 |