Text-to-Image Generation on DPGBench (Score)
91.19DPGBench ScoreUniDFlow
Evaluation Results
| Method | Links | |
|---|---|---|
| UniDFlowParams=4B2026.02 | 91.19 | |
| Qwen-Image(-RL)Params=7B+20B2026.02 | 88.32 | |
| Qwen-ImageParams=7B + 20B2026.02 | 88.32 | |
| Seedream 4.02026.02 | 88.25 | |
| RECAParams=1.5B, trained_with_GPT-4o_data=true2025.09 | 88.15 | |
| RECAParams=1.5B, Training Data=GPT-4o Data2025.09 | 88.15 | |
| DeepGen 1.0 (RL)Params=3B + 2B2026.02 | 87.9 | |
| AlphaGRPOResolution=512, Self-Reflective Refinement=true2026.05 | 87.9 | |
| BagelParams=7B+7B2026.02 | 87.74 | |
| X-OmniParams=7B + 12B2026.02 | 87.65 | |
| BAGEL-RvRType=Refine2026.04 | 87.21 | |
| RECAParams=1.5B2025.09 | 87.21 | |
| RECAParams=1.5B2025.09 | 87.21 | |
| MammothModa-2Params=8B+3B+2B2026.02 | 87.2 | |
| Mammoth2Params=8B + 3B + 2B2026.02 | 87.2 | |
| Playground-v3Params=24B2025.09 | 87.06 | |
| Playground-v3Params=24B2025.09 | 87.06 | |
| DeepGen 1.0 (SFT)Params=3B + 2B2026.02 | 87.05 | |
| VLM-UniDDTCategory=Unified Models, Resolution=512 × 5122026.06 | 86.9 | |
| LongCat-ImageParams=7B + 6B2026.02 | 86.8 | |
| AlphaGRPOResolution=1024, Self-Reflective Refinement=true2026.05 | 86.6 | |
| MUDDITParams=8B2026.02 | 86.37 | |
| AlphaGRPOResolution=5122026.05 | 86.3 | |
| GPT-4o-ImageParams=-2025.09 | 86.23 | |
| GPT-4o-Image2025.09 | 86.23 | |
| Show-o2Params=7B2026.02 | 86.14 | |
| Show-o2-7B2026.03 | 86.14 | |
| Show-o2Type=Unified2026.04 | 86.14 | |
| Show-o2-7BCategory=Unified Models2026.06 | 86.14 | |
| Show-o2Params=7B2025.09 | 86.14 | |
| Hunyuan-Image 3.0Params=80B2026.02 | 86.1 | |
| Lumina-DiMOOParams=8B2026.02 | 86.04 | |
| AlphaGRPO (RT2I)Resolution=512, Reasoning text-to-image generation task=RT2I2026.05 | 86 | |
| AlphaGRPO (RT2I)Resolution=1024, Reasoning text-to-image generation task=RT2I2026.05 | 85.9 | |
| EMMAParams=4B2026.02 | 85.63 | |
| Nano Banana2026.02 | 85.23 | |
| GPT-Image-12026.02 | 85.2 | |
| Z-Image-TurboParams=4B + 6B2026.02 | 85.15 | |
| BAGEL-RvE (UiG)Type=Refine2026.04 | 85.11 | |
| BAGELParams=14B2026.02 | 85.1 | |
| BAGELResolution=10242026.05 | 85.1 | |
| AlphaGRPOResolution=10242026.05 | 85.1 | |
| BAGELResolution=5122026.05 | 85 | |
| GLM-ImageParams=9B + 7B2026.02 | 84.78 | |
| SANA-1.5Params=4.8B2025.09 | 84.7 | |
| HARoPEResolution=20482025.10 | 84.46 | |
| Janus-ProParams=7B2025.09 | 84.33 | |
| Janus-ProParams=7B2025.09 | 84.33 | |
| Janus-ProParams=7B2026.02 | 84.2 | |
| JanusProCategory=Unified Multimodal Models2026.05 | 84.2 | |
| Janus-Pro-7BParams=7B2026.02 | 84.19 | |
| Janus-Pro-7B2026.03 | 84.19 | |
| Janus-ProType=Unified2026.04 | 84.19 | |
| Janus-Pro-7BCategory=Unified Models2026.06 | 84.19 | |
| RoPEResolution=20482025.10 | 84.12 | |
| SD3 MediumCategory=Generation Only Models2026.05 | 84.1 | |
| SD3-Medium2026.03 | 84.08 | |
| SD3-MediumType=Gen. Only2026.04 | 84.08 | |
| SD3-MediumCategory=Generation Only2026.06 | 84.08 | |
| SD3-MediumParams=2B2025.09 | 84.08 | |
| SD3-MediumParams=2B2025.09 | 84.08 | |
| BAGELType=Unified2026.04 | 84.03 | |
| BAGEL*Params=14B2025.09 | 84.03 | |
| BAGEL*Params=14B2025.09 | 84.03 | |
| BAGELType=Unified, Note=Reproduced results (†)2026.04 | 84.02 | |
| FLUX.1-devType=Gen. Only2026.04 | 84 | |
| FLUX-devParams=12B2025.09 | 84 | |
| FLUX-devParams=12B2025.09 | 84 | |
| FLUX.1 [Dev]Params=12B2026.02 | 83.84 | |
| FLUX.1 devCategory=Generation Only Models2026.05 | 83.8 | |
| HARoPEResolution=10242025.10 | 83.77 | |
| Ovis-U1Params=3.6B, trained_with_GPT-4o_data=true2025.09 | 83.72 | |
| Ovis-U1Params=3.6B, Training Data=GPT-4o Data2025.09 | 83.72 | |
| Show-o*Params=1.3B2025.09 | 83.63 | |
| OmniGen2/V2Params=3B+4B2026.02 | 83.57 | |
| OmniGen2Params=3B + 4B2026.02 | 83.57 | |
| OmniGen2Params=7B, trained_with_GPT-4o_data=true2025.09 | 83.57 | |
| OmniGen2Params=7B, Training Data=GPT-4o Data2025.09 | 83.57 | |
| DALL-E 3Params=-2026.02 | 83.5 | |
| DALL-E 32026.03 | 83.5 | |
| DALL-E 3Type=Gen. Only2026.04 | 83.5 | |
| DALL-E 3Category=Generation Only2026.06 | 83.5 | |
| DALL-E 3Params=–2025.09 | 83.5 | |
| RoPEResolution=10242025.10 | 83.26 | |
| BAGEL-RvE (Uni-CoT)Type=Refine2026.04 | 83.17 | |
| IOMM-B 5122026.03 | 82.95 | |
| RoPEResolution=5122025.10 | 82.63 | |
| Janus-Pro-1B2026.03 | 82.63 | |
| Janus-Pro-1BCategory=Unified Models2026.06 | 82.63 | |
| HARoPEResolution=5122025.10 | 82.37 | |
| MetaQuery-XLParams=7B + 1.6B2026.02 | 82.05 | |
| MetaQuery-XL2026.03 | 82.05 | |
| MetaQuery-XLType=Unified2026.04 | 82.05 | |
| MetaQuery-XLCategory=Unified Models2026.06 | 82.05 | |
| BLIP3-oParams=7B + 1.4B2026.02 | 81.6 | |
| BLIP3-o-8B*2026.03 | 81.6 | |
| BLIP3-oType=Unified2026.04 | 81.6 | |
| BLIP3-o-8B*Category=Unified Models2026.06 | 81.6 | |
| UniWorld v1Params=7B + 12B2026.02 | 81.38 | |
| MetaQuery-L2026.03 | 81.1 |