Text-to-Image Generation on WISE (Domain Metrics)
81Cultural ScoreGPT Image 1 [High]
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GPT Image 1 [High]#Param=-2025.11 | 81 | 71 | 89 | 83 | 79 | 74 | 80 | — | — | |
| BAGEL + CoTType=unified2026.03 | 76 | 69 | 75 | 65 | 75 | 58 | 70 | — | — | |
| FLUX.1-dev + ERUDIFFType=diffusion2026.03 | 66 | 65 | 72 | 54 | 64 | 49 | 64 | — | — | |
| Qwen-Image#Param=20B2025.11 | 62 | 63 | 77 | 57 | 75 | 40 | 62 | — | — | |
| Qwen-ImageType=MLLM + diffusion2026.03 | 62 | 63 | 77 | 57 | 75 | 40 | 62 | — | — | |
| MetaQuery-XLModel category=Unified Multimodal Models, LLM rewriters=true2026.03 | 56 | 55 | 62 | 49 | 63 | 41 | 55 | — | — | |
| UniComModel category=Unified Multimodal Models2026.03 | 55 | 56 | 73 | 58 | 66 | 47 | 58 | — | — | |
| UniWorld-V1Model category=Unified Multimodal Models, LLM rewriters=true2026.03 | 53 | 55 | 73 | 45 | 59 | 41 | 55 | — | — | |
| UniWorld-V1#Param=12B2025.11 | 53 | 55 | 73 | 45 | 59 | 41 | 55 | — | — | |
| Playground v2.5#Param=6.6B2025.11 | 49 | 58 | 55 | 43 | 48 | 33 | 49 | — | — | |
| BLIP3o-8BType=unified2026.03 | 49 | 51 | 63 | 54 | 63 | 37 | 52 | — | — | |
| EG-GRPO2026.03 | 49 | — | — | — | — | — | — | 56 | 46.33 | |
| FLUX.1 [Dev]Model category=Generation-only Models2026.03 | 48 | 58 | 62 | 42 | 51 | 35 | 50 | — | — | |
| FLUX.1 [Dev]#Param=12B2025.11 | 48 | 58 | 62 | 42 | 51 | 35 | 50 | — | — | |
| FLUX.1-devType=diffusion2026.03 | 48 | 58 | 62 | 42 | 51 | 35 | 50 | — | — | |
| FLUX.1-dev2026.03 | 48 | — | — | — | — | — | — | 60 | 42.67 | |
| T2I-R1*evaluation_setting=officially released model2026.03 | 48 | — | — | — | — | — | — | 55.5 | 45 | |
| MoS-Image-L#Param=5B2025.11 | 47 | 56 | 74 | 49 | 64 | 44 | 54 | — | — | |
| PixArt-Alpha#Param=0.6B2025.11 | 45 | 50 | 48 | 49 | 56 | 34 | 47 | — | — | |
| PixArt-αType=diffusion2026.03 | 45 | 50 | 48 | 49 | 56 | 34 | 47 | — | — | |
| PixArt-α2026.03 | 45 | — | — | — | — | — | — | 49 | 46.33 | |
| BAGELModel category=Unified Multimodal Models, LLM rewriters=true2026.03 | 44 | 55 | 68 | 44 | 60 | 39 | 52 | — | — | |
| SD3.5 Large#Param=8.1B2025.11 | 44 | 50 | 58 | 44 | 52 | 31 | 46 | — | — | |
| BAGEL#Param=14B2025.11 | 44 | 55 | 68 | 44 | 60 | 39 | 52 | — | — | |
| BAGELType=unified2026.03 | 44 | 55 | 68 | 44 | 60 | 39 | 52 | — | — | |
| SD 3.5-largeType=diffusion2026.03 | 44 | 50 | 58 | 44 | 52 | 31 | 46 | — | — | |
| SDXL#Param=6.6B2025.11 | 43 | 48 | 47 | 44 | 45 | 27 | 43 | — | — | |
| SD XLType=diffusion2026.03 | 43 | 48 | 47 | 44 | 45 | 27 | 43 | — | — | |
| SD 3.5-mediumType=diffusion2026.03 | 43 | 50 | 52 | 41 | 53 | 33 | 45 | — | — | |
| SD 3-mediumType=diffusion2026.03 | 42 | 44 | 48 | 39 | 47 | 29 | 42 | — | — | |
| MoS-Image-S#Param=3B2025.11 | 40 | 50 | 65 | 43 | 63 | 37 | 47 | — | — | |
| FLUX.1-schnellType=diffusion2026.03 | 39 | 44 | 50 | 31 | 44 | 26 | 40 | — | — | |
| HarmonModel category=Unified Multimodal Models2026.03 | 38 | 48 | 52 | 37 | 44 | 29 | 41 | — | — | |
| Emu3Model category=Unified Multimodal Models2026.03 | 34 | 45 | 48 | 41 | 45 | 27 | 39 | — | — | |
| SDv1.5#Param=0.86B2025.11 | 34 | 35 | 32 | 28 | 29 | 21 | 32 | — | — | |
| Emu3-Gen#Param=8B2025.11 | 34 | 45 | 48 | 41 | 45 | 27 | 39 | — | — | |
| Emu3Type=unified2026.03 | 34 | 45 | 48 | 41 | 45 | 27 | 39 | — | — | |
| SD 1.5Type=diffusion2026.03 | 34 | 35 | 32 | 28 | 29 | 21 | 32 | — | — | |
| SD-v1.52026.03 | 34 | — | — | — | — | — | — | 33.5 | 26 | |
| Emu32026.03 | 34 | — | — | — | — | — | — | 46.5 | 37.67 | |
| Janus-ProModel category=Unified Multimodal Models2026.03 | 30 | 37 | 49 | 36 | 42 | 26 | 35 | — | — | |
| Janus-Pro#Param=7B2025.11 | 30 | 37 | 49 | 36 | 42 | 26 | 35 | — | — | |
| Janus-Pro-7BType=unified2026.03 | 30 | 37 | 49 | 36 | 42 | 26 | 35 | — | — | |
| SD 2.1Type=diffusion2026.03 | 30 | 38 | 35 | 33 | 34 | 21 | 32 | — | — | |
| Janus-Pro-7B2026.03 | 30 | — | — | — | — | — | — | 43 | 34.67 | |
| Show-oModel category=Unified Multimodal Models2026.03 | 28 | 40 | 48 | 30 | 46 | 30 | 35 | — | — | |
| Show-o2026.03 | 28 | — | — | — | — | — | — | 44 | 35.33 | |
| VILA-U#Param=7B2025.11 | 26 | 33 | 37 | 35 | 39 | 23 | 31 | — | — | |
| AlphaGRPOResolution=10242026.05 | — | — | — | — | — | — | 53 | — | — | |
| AlphaGRPO (RT2I)Resolution=1024, Reasoning text-to-image generation task=RT2I2026.05 | — | — | — | — | — | — | 50 | — | — | |
| BAGELResolution=10242026.05 | — | — | — | — | — | — | 53 | — | — | |
| FLUX.1 devCategory=Generation Only Models2026.05 | — | — | — | — | — | — | 50 | — | — | |
| JanusProCategory=Unified Multimodal Models2026.05 | — | — | — | — | — | — | 35 | — | — | |
| SD3 MediumCategory=Generation Only Models2026.05 | — | — | — | — | — | — | 40 | — | — | |
| Show-oCategory=Unified Multimodal Models2026.05 | — | — | — | — | — | — | 35 | — | — |