Text-to-Image Generation on StructT2IBench (test)
93.79Chart ScoreNano Banana 2.0
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Nano Banana 2.02025.10 | 93.79 | 90.51 | 89.04 | 88.42 | 87.69 | 95.35 | 92 | |
| CoCo2026.03 | 79.44 | 62.58 | 69.12 | 49.1 | 58.81 | 79.15 | 73.52 | |
| GPT-Image2025.10 | 37.09 | 57 | 63.25 | 59.42 | 60.94 | 83.31 | 49.58 | |
| GPT-ImageAccess=Close-resource2026.03 | 37.09 | 57 | 63.25 | 59.42 | 60.94 | 83.31 | 49.58 | |
| Seedream 4.02025.10 | 35.79 | 54.08 | 63.33 | 50.89 | 62.59 | 68.94 | 47.52 | |
| Seedream 4.0Access=Close-resource2026.03 | 35.79 | 54.08 | 63.33 | 50.89 | 62.59 | 68.94 | 47.52 | |
| Nano Banana2025.10 | 35.55 | 58.96 | 64.81 | 63.87 | 60.75 | 67.2 | 48.45 | |
| Nano bananaAccess=Close-resource2026.03 | 35.55 | 58.96 | 64.81 | 63.87 | 60.75 | 67.2 | 48.45 | |
| GPT-ImageEvaluator=Qwen2.5-VL-72B2025.10 | 34 | 51.47 | 53.12 | 51.05 | 52.52 | 79.26 | 44.08 | |
| Nano bananaEvaluator=Qwen2.5-VL-72B2025.10 | 33.26 | 52 | 54.87 | 53.26 | 47.81 | 65.2 | 43.16 | |
| Qwen-Image2025.10 | 32.23 | 48.05 | 46.98 | 48.9 | 53.51 | 73.65 | 41.03 | |
| Qwen-ImageAccess=Open-resource2026.03 | 32.23 | 48.05 | 46.98 | 48.9 | 53.51 | 73.65 | 41.03 | |
| Seedream 4.0Evaluator=Qwen2.5-VL-72B2025.10 | 32.07 | 48.38 | 55.62 | 42.81 | 54.43 | 65.61 | 42.33 | |
| Qwen-ImageEvaluator=Qwen2.5-VL-72B2025.10 | 29.58 | 42.99 | 41.74 | 42.32 | 45.14 | 69 | 37.03 | |
| Ovis-U1Evaluator=Qwen2.5-VL-72B2025.10 | 29.33 | 11.79 | 11.74 | 17.89 | 18.02 | 10.21 | 21.81 | |
| Ovis-U12025.10 | 24.75 | 16.08 | 19.45 | 21.23 | 26.03 | 12.7 | 22.83 | |
| Ovis-U1Access=Open-resource2026.03 | 24.75 | 16.08 | 19.45 | 21.23 | 26.03 | 12.7 | 22.83 | |
| Ourstype=unified model2025.10 | 20.91 | 33.45 | 41.7 | 30.66 | 41.46 | 32.26 | 28.8 | |
| FLUX.1 Kontext2025.10 | 17.22 | 24.64 | 21.42 | 24.06 | 30.97 | 29.16 | 20.36 | |
| FLUX.1 KontextAccess=Open-resource2026.03 | 17.22 | 24.64 | 21.42 | 24.06 | 30.97 | 29.16 | 20.36 | |
| unified modelEvaluator=Qwen2.5-VL-72B2025.10 | 15.9 | 23.83 | 31.87 | 24.87 | 31.69 | 27.81 | 22.12 | |
| Fulx KontextEvaluator=Qwen2.5-VL-72B2025.10 | 14.81 | 20.6 | 16.73 | 21.68 | 24.54 | 26.44 | 17.09 | |
| FLUX.1 Dev2025.10 | 12.35 | 20.09 | 19.86 | 20.63 | 25.25 | 27 | 16.51 | |
| FLUX.1 DevAccess=Open-resource2026.03 | 12.35 | 20.09 | 19.86 | 20.63 | 25.25 | 27 | 16.51 | |
| OmniGen22025.10 | 10.67 | 22.51 | 22.89 | 18.63 | 28 | 22.61 | 16.24 | |
| OmniGen2Access=Open-resource2026.03 | 10.67 | 22.51 | 22.89 | 18.63 | 28 | 22.61 | 16.24 | |
| Flux1.1 DevEvaluator=Qwen2.5-VL-72B2025.10 | 10.28 | 18.84 | 17.43 | 18.64 | 19.06 | 24.66 | 14.19 | |
| HiDream-I1-Full2025.10 | 9.47 | 20.84 | 19.2 | 18 | 26.77 | 27.05 | 14.77 | |
| HiDream-I1-FullAccess=Open-resource2026.03 | 9.47 | 20.84 | 19.2 | 18 | 26.77 | 27.05 | 14.77 | |
| OmniGen2Evaluator=Qwen2.5-VL-72B2025.10 | 8.62 | 19.23 | 16.93 | 14.51 | 22.63 | 19.96 | 12.87 | |
| Hidream-I1-FullEvaluator=Qwen2.5-VL-72B2025.10 | 5.07 | 16.57 | 14.29 | 13.61 | 22.65 | 24.69 | 10.39 | |
| Bagel-Think2025.10 | 4.81 | 15.33 | 13.89 | 15.22 | 19.05 | 8.97 | 9.03 | |
| Bagel-ThinkAccess=Open-resource2026.03 | 4.81 | 15.33 | 13.89 | 15.22 | 19.05 | 8.97 | 9.03 | |
| UniworldEvaluator=Qwen2.5-VL-72B2025.10 | 4.66 | 11.82 | 10.45 | 8.01 | 14.14 | 9.85 | 7.4 | |
| Bagel2025.10 | 4.66 | 3.61 | 4.02 | 4.46 | 8.6 | 5.74 | 4.69 | |
| BagelAccess=Open-resource2026.03 | 4.66 | 3.61 | 4.02 | 4.46 | 8.6 | 5.74 | 4.69 | |
| Bagel-ThinkEvaluator=Qwen2.5-VL-72B2025.10 | 2.83 | 10.56 | 8.87 | 11.94 | 11.76 | 8.35 | 5.93 | |
| BagelEvaluator=Qwen2.5-VL-72B2025.10 | 2.33 | 0.78 | 1.46 | 2.51 | 5.19 | 2.94 | 2.21 | |
| UniWorld-V12025.10 | 1.71 | 5.52 | 4.72 | 1.58 | 8.82 | 5.25 | 3.2 | |
| UniWorld-V1Access=Open-resource2026.03 | 1.71 | 5.52 | 4.72 | 1.58 | 8.82 | 5.25 | 3.2 |