Text-to-Image Generation on Imagine-Bench
8.54Attribute Shift ScoreGPT-4o
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GPT-4o2026.05 | 8.54 | 8.57 | 7.98 | 9.18 | 8.56 | |
| CLVRModel Size=9B2026.05 | 8.357 | 8.833 | 8.75 | 9.537 | 8.83 | |
| CLVRModel Size=4B2026.05 | 7.921 | 8.664 | 8.137 | 8.977 | 8.435 | |
| Uni-CoT2026.05 | 7.438 | 7.563 | 7.46 | 8.393 | 7.747 | |
| CoF-T2IModel Type=Video Models2026.01 | 6.969 | 8.07 | 7.797 | 7.287 | 7.468 | |
| FLUX.2 [Klein]Model Size=9B2026.05 | 6.669 | 7.36 | 7.13 | 8.097 | 7.274 | |
| DraCoMethod Paradigm=Unified MLLM w/ CoT2025.12 | 6.4 | 7.99 | 7.2 | 7.3 | 7.11 | |
| FLUX.2 [Klein]Model Size=4B2026.05 | 6.342 | 6.543 | 6.953 | 5.877 | 6.267 | |
| NPC2025.12 | 6.31 | 7.57 | 6.52 | 6.76 | 6.8 | |
| BAGEL-ThinkModel Type=Unified MLLMs2026.01 | 6.26 | 7.74 | 6.96 | 7.13 | 6.93 | |
| Bagel-ThinkMethod Paradigm=Unified MLLM w/ CoT2025.12 | 6.26 | 7.74 | 6.96 | 7.13 | 6.93 | |
| T2I-R1Model Type=Unified MLLMs2026.01 | 5.85 | 7.36 | 6.68 | 7.7 | 6.78 | |
| T2I-R12025.12 | 5.85 | 7.36 | 6.68 | 7.7 | 6.78 | |
| T2I-R1Method Paradigm=Unified MLLM w/ CoT2025.12 | 5.85 | 7.36 | 6.68 | 7.7 | 6.78 | |
| T2I-R12026.05 | 5.85 | 7.36 | 6.68 | 7.7 | 6.78 | |
| BLIP3-o 8BModel Type=Unified MLLMs2026.01 | 5.8 | 7.06 | 6.44 | 7.08 | 6.51 | |
| BLIP3-oparameter_count=8B2025.12 | 5.8 | 7.06 | 6.44 | 7.08 | 6.51 | |
| BLIP3-o 8BMethod Paradigm=Unified MLLM2025.12 | 5.8 | 7.06 | 6.44 | 7.08 | 6.51 | |
| FLUX.1-devModel Type=Standard Image Models2026.01 | 5.68 | 6.38 | 5.24 | 7.13 | 6.06 | |
| FLUX.1variant=dev2025.12 | 5.68 | 6.38 | 5.24 | 7.13 | 6.06 | |
| FLUX.1-devMethod Paradigm=Generation Only2025.12 | 5.68 | 6.38 | 5.24 | 7.13 | 6.06 | |
| FLUX.1-dev2026.05 | 5.68 | 6.38 | 5.24 | 7.13 | 6.06 | |
| BLIP3-oparameter_count=4B2025.12 | 5.48 | 6.93 | 6.09 | 6.79 | 6.23 | |
| BLIP3-o 4BMethod Paradigm=Unified MLLM2025.12 | 5.48 | 6.93 | 6.09 | 6.79 | 6.23 | |
| Wan2.1-T2V-14BModel Type=Video Models2026.01 | 5.436 | 6.95 | 5.383 | 6.237 | 5.939 | |
| BAGELModel Type=Unified MLLMs2026.01 | 5.37 | 6.5 | 6.41 | 6.93 | 6.2 | |
| Bagel2025.12 | 5.37 | 6.5 | 6.41 | 6.93 | 6.2 | |
| BagelMethod Paradigm=Unified MLLM2025.12 | 5.37 | 6.5 | 6.41 | 6.93 | 6.2 | |
| BAGEL2026.05 | 5.37 | 6.5 | 6.41 | 6.93 | 6.2 | |
| FLUX.1variant=Kontext2025.12 | 5.33 | 5.48 | 5.34 | 6.49 | 5.62 | |
| FLUX.1-Kontext2026.05 | 5.33 | 5.48 | 5.34 | 6.49 | 5.62 | |
| Janus-Pro-7BModel Type=Unified MLLMs2026.01 | 5.3 | 6.73 | 6.04 | 7.28 | 6.22 | |
| Janus-Pro2025.12 | 5.3 | 6.73 | 6.04 | 7.28 | 6.22 | |
| Janus-Pro-7BMethod Paradigm=Unified MLLM2025.12 | 5.3 | 6.73 | 6.04 | 7.28 | 6.22 | |
| Janus-Pro2026.05 | 5.3 | 6.73 | 6.04 | 7.28 | 6.22 | |
| OmniGen2Model Type=Unified MLLMs2026.01 | 5.28 | 6.29 | 6.31 | 7.45 | 6.22 | |
| OmniGen22025.12 | 5.28 | 6.29 | 6.31 | 7.45 | 6.22 | |
| OmniGen22026.05 | 5.28 | 6.29 | 6.31 | 7.45 | 6.22 | |
| SD3-MediumModel Type=Standard Image Models2026.01 | 5.14 | 6.3 | 6.07 | 5.91 | 5.78 | |
| SDv3variant=medium2025.12 | 5.14 | 6.3 | 6.07 | 5.91 | 5.78 | |
| SDv2.12025.12 | 4.46 | 4.12 | 3.49 | 5.06 | 4.3 | |
| SDv2.1Method Paradigm=Generation Only2025.12 | 4.46 | 4.12 | 3.49 | 5.06 | 4.3 | |
| SDXLModel Type=Standard Image Models2026.01 | 4.42 | 4.93 | 4.5 | 6.32 | 4.97 | |
| SDXL2025.12 | 4.42 | 4.93 | 4.5 | 6.32 | 4.97 | |
| SDXLMethod Paradigm=Generation Only2025.12 | 4.42 | 4.93 | 4.5 | 6.32 | 4.97 |