Text-to-Image Generation on OneIG EN
56.06Overall QualitySeFi-Image-5B
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SeFi-Image-5BModel size=5B2026.06 | 56.06 | 86.48 | 95.76 | 32.4 | 45.02 | 20.65 | — | — | |
| SeFi-Image-5BModel Size=5B2026.06 | 55.41 | 87.03 | 94.28 | 31.11 | 44.91 | 19.73 | — | — | |
| Z-Image2026.06 | 54.6 | 88.1 | 98.7 | 28 | 38.7 | 19.4 | — | — | |
| Z-ImageNumber of Parameters=6B2026.06 | 54.6 | 88.1 | 98.7 | 28 | 38.7 | 19.4 | — | — | |
| JoyAI-Image2026.06 | 54.2 | — | — | — | — | — | — | — | |
| Qwen-ImageType=Gen. Only, Architecture=Diff.2026.04 | 53.9 | 88.2 | 89.1 | 30.6 | 41.8 | 19.7 | — | — | |
| Qwen-Image2026.06 | 53.9 | 88.2 | 89.1 | 30.6 | 41.8 | 19.7 | — | — | |
| Qwen-ImageNumber of Parameters=20B2026.06 | 53.9 | 88.2 | 89.1 | 30.6 | 41.8 | 19.7 | — | — | |
| SeFi-Image-2BModel size=2B2026.06 | 53.67 | 86.64 | 90.17 | 27.94 | 42.09 | 21.5 | — | — | |
| SeFi-Image-2BModel Size=2B2026.06 | 53.67 | 86.64 | 90.17 | 27.94 | 42.09 | 21.5 | — | — | |
| FLUX.2-Klein-9BModel size=9B2026.06 | 53.24 | 88.71 | 86.57 | 31.17 | 44.17 | 15.6 | — | — | |
| M3base_model=Qwen-Image, configuration=VLM2026.02 | 53.2 | 88.2 | 91.5 | 29 | 41 | 16.1 | — | — | |
| M3base_model=Qwen-Image, configuration=Rule2026.02 | 53.1 | 88.3 | 88.7 | 29.1 | 43.4 | 16.1 | — | — | |
| Seedream 3.02026.02 | 53 | 81.8 | 86.5 | 27.5 | 41.3 | 27.7 | — | — | |
| Seedream 3.0Type=Gen. Only, Architecture=Diff.2026.04 | 53 | 81.8 | 86.5 | 27.5 | 41.3 | 27.7 | — | — | |
| Z-Image-Turbo prunedNumber of Parameters=4B2026.06 | 53 | 84 | 98 | 30.5 | 36.4 | 16.1 | — | — | |
| Z-Image-TurboType=Gen. Only, Architecture=Diff.2026.04 | 52.8 | 84 | 99.4 | 29.8 | 36.8 | 13.9 | — | — | |
| Z-Image-TurboTurbo=true2026.06 | 52.8 | 84 | 99.4 | 29.8 | 36.8 | 13.9 | — | — | |
| Z-Image-TurboNumber of Parameters=6B2026.06 | 52.8 | 84 | 99.4 | 29.8 | 36.8 | 13.9 | — | — | |
| SeFi-Image-1BModel size=1B2026.06 | 52.47 | 85.94 | 88.39 | 27.06 | 39.75 | 21.21 | — | — | |
| SeFi-Image-1BModel Size=1B2026.06 | 52.47 | 85.94 | 88.39 | 27.06 | 39.75 | 21.21 | — | — | |
| FLUX.2-Klein-9BModel size=9B, Re-implementation=true2026.06 | 52.41 | 86.84 | 83.85 | 31.3 | 44.49 | 15.62 | — | — | |
| SeFi-Image-5B-TurboModel Size=5B, Turbo=true2026.06 | 52.31 | 85.82 | 85.57 | 29.04 | 45.29 | 15.84 | — | — | |
| Qwen-Image (base)2026.02 | 52.2 | 88.5 | 89.9 | 28.3 | 39.5 | 15 | — | — | |
| Imagen42026.02 | 51.5 | 85.7 | 80.5 | 33.8 | 37.7 | 19.9 | — | — | |
| SeFi-Image-1B-TurboModel Size=1B, Turbo=true2026.06 | 51.33 | 82.89 | 82.42 | 28.49 | 42.58 | 20.25 | — | — | |
| SeFi-Image-2B-TurboModel Size=2B, Turbo=true2026.06 | 50.61 | 85.82 | 82.51 | 26.85 | 41.65 | 16.21 | — | — | |
| LLaDA2.0-UniType=Unified, Architecture=D-Diff. + Diff.2026.04 | 50.5 | 88.2 | 66.1 | 32.3 | 40 | 25.9 | — | — | |
| Amber-ImageNumber of Parameters=10B2026.06 | 50.4 | 86.7 | 93.8 | 27.8 | 29.8 | 13.7 | — | — | |
| InternVL-UType=Unified, Architecture=AR + Diff.2026.04 | 50 | 82 | 74 | 27 | 40 | 25 | — | — | |
| Amber-ImageNumber of Parameters=6B2026.06 | 49 | 82.9 | 91.7 | 28.4 | 28.7 | 13.5 | — | — | |
| PPCL-OPPONumber of Parameters=10B2026.06 | 48.5 | 83.9 | 86 | 24.9 | 35.9 | 12.1 | — | — | |
| OmniGen2Model Category=Unified Multimodal Models2026.01 | 47.5 | 80.4 | 68 | — | — | — | — | — | |
| OmniGen2Type=Unified, Architecture=AR + Diff.2026.04 | 47.5 | 80.4 | 68 | 27.1 | 37.7 | 24.2 | — | — | |
| SD 3.5L2026.02 | 46.2 | 80.9 | 62.9 | 29.4 | 35.3 | 22.5 | — | — | |
| Lumina-DiMOOType=Unified, Architecture=Diff.2026.04 | 46 | 82 | 55 | 28 | 40 | 23 | — | — | |
| FLUX.1 devModel Category=Generation Only Models2026.01 | 43.4 | 78.6 | 52.3 | — | — | — | — | — | |
| FLUX.1 [Dev]Type=Gen. Only, Architecture=Diff.2026.04 | 43.4 | 78.6 | 52.3 | 25.3 | 36.8 | 23.8 | — | — | |
| SD3 MediumModel Category=Generation Only Models2026.01 | 42.8 | 80.6 | 40.7 | — | — | — | — | — | |
| UniCornModel Category=Unified Multimodal Models2026.01 | 42.6 | 84.1 | 46.8 | — | — | — | — | — | |
| BAGELModel Category=Unified Multimodal Models2026.01 | 36.1 | 76.9 | 24.4 | — | — | — | — | — | |
| BAGELType=Unified, Architecture=AR + Diff.2026.04 | 36.1 | 76.9 | 24.4 | 17.3 | 36.7 | 25.1 | — | — | |
| Lumina-Image 2.0Type=Gen. Only, Architecture=Diff.2026.04 | 35.3 | 81.9 | 10.6 | 27 | 35.4 | 21.6 | — | — | |
| SDXL2026.02 | 31.6 | 68.8 | 2.9 | 23.7 | 33.2 | 29.6 | — | — | |
| Show-o2-7B2026.02 | 30.8 | 81.7 | 0.2 | 22.6 | 31.7 | 17.7 | — | — | |
| show-o2Model Category=Unified Multimodal Models2026.01 | 30.8 | 81.7 | 0.2 | — | — | — | — | — | |
| BLIP3-oModel Category=Unified Multimodal Models2026.01 | 30.7 | 71.1 | 1.3 | — | — | — | — | — | |
| T2I-R1Model Category=Unified Multimodal Models2026.01 | 27.7 | 80.4 | 7.3 | — | — | — | — | — | |
| Janus-ProModel Category=Unified Multimodal Models2026.01 | 26.7 | 55.3 | 0.1 | — | — | — | — | — | |
| Janus-ProType=Unified, Architecture=AR2026.04 | 26.7 | 55.3 | 0.1 | 13.9 | 27.6 | 36.5 | — | — | |
| BASEAgent=claude-sonnet-4.5, Image Model=longcat2026.07 | — | — | — | — | — | — | 74.65 | — | |
| BASEAgent=claude-sonnet-4.5, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 71.56 | — | |
| BASEAgent=Qwen-3.6-35B-A3B, Image Model=longcat2026.07 | — | — | — | — | — | — | 72.15 | — | |
| BASEAgent=Qwen-3.6-35B-A3B, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 66.95 | — | |
| BASEAgent=Gemma-4-E4B-it, Image Model=longcat2026.07 | — | — | — | — | — | — | 37.31 | — | |
| BASEAgent=Gemma-4-E4B-it, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 59.81 | — | |
| BASEImage Model=longcat2026.07 | — | — | — | — | — | — | — | 3.5 | |
| BASEImage Model=z-image-turbo2026.07 | — | — | — | — | — | — | — | 4.42 | |
| COMFYCLAWAgent=claude-sonnet-4.5, Image Model=longcat2026.07 | — | — | — | — | — | — | 83.64 | — | |
| COMFYCLAWAgent=claude-sonnet-4.5, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 80.93 | — | |
| COMFYCLAWAgent=Qwen-3.6-35B-A3B, Image Model=longcat2026.07 | — | — | — | — | — | — | 86.86 | — | |
| COMFYCLAWAgent=Qwen-3.6-35B-A3B, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 84.98 | — | |
| COMFYCLAWAgent=Gemma-4-E4B-it, Image Model=longcat2026.07 | — | — | — | — | — | — | 42.35 | — | |
| COMFYCLAWAgent=Gemma-4-E4B-it, Image Model=z-image-turbo2026.07 | — | — | — | — | — | — | 67.27 | — | |
| COMFYCLAWImage Model=longcat2026.07 | — | — | — | — | — | — | — | 4.55 | |
| COMFYCLAWImage Model=z-image-turbo2026.07 | — | — | — | — | — | — | — | 4.59 |