Text Rendering on LongText-Bench
98.9English Component ScoreSeedream 4.5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Seedream 4.5Open Weights=false2026.05 | 98.9 | 98.7 | 98.8 | |
| Nano Banana 2.0Open Weights=false2026.05 | 98.1 | 94.9 | 96.5 | |
| ERNIE-ImageOpen Weights=true, Prompt Engineering (PE)=true2026.05 | 98 | 96.6 | 97.3 | |
| ERNIE-Image-TurboOpen Weights=true, Prompt Engineering (PE)=true2026.05 | 96.8 | 96.4 | 96.6 | |
| ERNIE-ImageOpen Weights=true, Prompt Engineering (PE)=false2026.05 | 96.8 | 95.9 | 96.4 | |
| ERNIE-Image-TurboOpen Weights=true, Prompt Engineering (PE)=false2026.05 | 96 | 96.8 | 96.4 | |
| GPT-4oModel Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 95.6 | 61.9 | 78.8 | |
| Qwen-Image-2512Open Weights=true2026.05 | 95.6 | 96.5 | 96 | |
| GPT Image 1 [High]Open Weights=false2026.05 | 95.6 | 61.9 | 78.8 | |
| GLM-ImageOpen Weights=true2026.05 | 95.2 | 97.9 | 96.6 | |
| Qwen-ImageOpen Weights=true2026.05 | 94.3 | 94.6 | 94.5 | |
| Z-ImageOpen Weights=true2026.05 | 93.5 | 93.6 | 93.6 | |
| Seedream 4.0Open Weights=false2026.05 | 92.1 | 92.6 | 92.4 | |
| Z-Image-TurboOpen Weights=true2026.05 | 91.7 | 92.6 | 92.2 | |
| Seedream 3.0Open Weights=false2026.05 | 89.6 | 87.8 | 88.7 | |
| FLUX.2-klein-9BOpen Weights=true2026.05 | 86.4 | 21.8 | 54.1 | |
| CoCoModel Category=Unified Model w/ CoT, Chain-of-Thought (CoT)=true2026.03 | 75.5 | 75.3 | 75.4 | |
| FLUX.1-devModel Category=Gen. Only Models, Chain-of-Thought (CoT)=false2026.03 | 60.7 | 0.5 | 30.6 | |
| OmniGen2Model Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 56.1 | 5.9 | 31 | |
| HiDream-I1Model Category=Gen. Only Models, Chain-of-Thought (CoT)=false2026.03 | 54.3 | 2.4 | 28.4 | |
| HiDream-l1-FullOpen Weights=true2026.05 | 54.3 | 2.4 | 28.4 | |
| BAGELModel Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 37.3 | 31 | 34.2 | |
| BAGELOpen Weights=true2026.05 | 37.3 | 31 | 34.2 | |
| Kolors 2.0Model Category=Gen. Only Models, Chain-of-Thought (CoT)=false2026.03 | 25.8 | 32.9 | 29.4 | |
| Kolors 2.0Open Weights=true2026.05 | 25.8 | 32.9 | 29.4 | |
| BAGEL-thinkingModel Category=Unified Model w/ CoT, Chain-of-Thought (CoT)=true2026.03 | 6.8 | 10.5 | 8.7 | |
| BLIP3-oModel Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 2.1 | 1.8 | 2 | |
| BLIP3-oOpen Weights=true2026.05 | 2.1 | 1.8 | 2 | |
| Janus-ProModel Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 1.9 | 0.6 | 1.3 | |
| Janus-ProOpen Weights=true2026.05 | 1.9 | 0.6 | 1.3 | |
| Show-o2Model Category=Unified Models, Chain-of-Thought (CoT)=false2026.03 | 0.6 | 0.2 | 0.4 |