Reasoning-based Text-to-Image Generation on T2I-CoREBench
79.2R-LR ScoreSeedream 4.0
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Seedream 4.0Access=Closed-source2026.02 | 79.2 | 51.4 | 52.9 | 89.1 | 88.6 | 80.1 | 70.8 | 42.8 | 69.4 | |
| Nano BananaAccess=Closed-source2026.02 | 65.4 | 59.7 | 57.2 | 88.3 | 83.5 | 84.1 | 67.5 | 58.7 | 70.5 | |
| GPT-Image-1Access=Closed-source2026.02 | 61.6 | 52 | 58.1 | 89.9 | 76.7 | 82.4 | 67.7 | 47.5 | 67 | |
| Qwen-ImageAccess=Open-source, Params=7B + 20B2026.02 | 42.2 | 29.5 | 40 | 78.6 | 47.9 | 55.2 | 59 | 18.4 | 46.3 | |
| LongCat-ImageAccess=Open-source, Params=7B + 6B2026.02 | 41.7 | 32.2 | 38.4 | 78.3 | 72.6 | 66.3 | 55.8 | 32.6 | 52.2 | |
| Hunyuan-Image 3.0Access=Open-source, Params=80B2026.02 | 41.6 | 27.4 | 42.3 | 76.3 | 52.7 | 52.2 | 55.1 | 20.6 | 46 | |
| DeepGen 1.0 (SFT)Access=Open-source, Params=3B + 2B, Mode=SFT2026.02 | 38.8 | 28.7 | 40.2 | 79.1 | 51.5 | 65.7 | 42 | 19.8 | 45.7 | |
| DeepGen 1.0 (RL)Access=Open-source, Params=3B + 2B, Mode=RL2026.02 | 38.5 | 29 | 41.2 | 79.5 | 51.9 | 66.9 | 45.6 | 19.6 | 46.5 | |
| Z-Image-TurboAccess=Open-source, Params=4B + 6B2026.02 | 37.8 | 24.8 | 37.8 | 75.6 | 46 | 59.4 | 49.6 | 18.6 | 43.7 | |
| Show-o2Access=Open-source, Params=7B2026.02 | 30.2 | 21.3 | 29.4 | 59.7 | 40.4 | 54.7 | 32.8 | 13.1 | 35.2 | |
| BAGELAccess=Open-source, Params=14B, textual CoT reasoning=true2026.02 | 28.6 | 22.2 | 24.8 | 66.2 | 55.8 | 59.5 | 42.6 | 29.3 | 41.1 | |
| Janus-ProAccess=Open-source, Params=7B2026.02 | 27.2 | 15.9 | 28 | 25.4 | 7.3 | 30.8 | 8.8 | 4.6 | 18.5 | |
| OmniGen2Access=Open-source, Params=3B + 4B2026.02 | 26.8 | 19.2 | 32.9 | 64.1 | 37.5 | 56.5 | 37.9 | 13.6 | 36.1 | |
| FLUX.1 [Dev]Access=Open-source, Params=12B2026.02 | 26.3 | 18 | 25.9 | 66.8 | 38 | 59.7 | 35.7 | 18.1 | 36.1 | |
| BLIP3-oAccess=Open-source, Params=7B + 1.4B2026.02 | 18.4 | 16 | 19 | 44.6 | 45 | 51.1 | 36.8 | 12.3 | 30.4 |