Image Generation on DPG (DPG Metric)
88.32DPG ScoreQwen-Image
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen-ImageParams=7B+20B, Types=AR+Diff, Architecture Category=Gen. Only2025.11 | 88.32 | |
| X-Omni# Tokens=~1T, # Params.=10B / 20B, Architecture Category=Autoregressive meets Diffusion2025.09 | 87.6 | |
| Wan-WeaverModel Category=Unified Models2026.03 | 87.21 | |
| Wan-Weaver2026.03 | 87.21 | |
| InfinityParams=8B, Types=VAR, Architecture Category=Gen. Only2025.11 | 86.6 | |
| Show-o2Params=7B, Types=AR+Diff, Architecture Category=Uni. Double Image Encoders / Training Objectives2025.11 | 86.14 | |
| Show-o2Model Category=Unified Models2026.03 | 86.14 | |
| UniPicModel Category=Unified Models2026.03 | 85.5 | |
| NextStep1# Tokens=~1T, # Params.=14B, Architecture Category=Autoregressive w/ Semantic Encoder2025.09 | 85.2 | |
| BAGELParams=7B+7B, Types=AR+Diff, Architecture Category=Uni. MoE/MoT Arch2025.11 | 85.07 | |
| BagelModel Category=Unified Models2026.03 | 85.07 | |
| Bagel2026.03 | 85.07 | |
| Bagel# Tokens=5.1T, # Params.=7B / 14B, Architecture Category=Autoregressive meets Diffusion2025.09 | 85 | |
| OneCatParams=3B+3B+3B, Types=AR+VAR, Architecture Category=Uni. MoE/MoT Arch2025.11 | 84.53 | |
| Janus-Pro + AIA (Ours)Params=7B, Types=AR, Architecture Category=Uni. Double Image Encoders / Training Objectives2025.11 | 84.49 | |
| Janus-ProParams=7B, Types=AR, Architecture Category=Uni. Double Image Encoders / Training Objectives2025.11 | 84.19 | |
| Janus-ProModel Category=Unified Models2026.03 | 84.19 | |
| Janus-Pro# Tokens=~300B, # Params.=7B, Architecture Category=Autoregressive w/ Semantic Encoder2025.09 | 84.1 | |
| SD3-mediumModel Category=Text-to-Image Generation Models2026.03 | 84.1 | |
| SD3-mediumParams=2B, Types=Diff, Architecture Category=Gen. Only2025.11 | 84.08 | |
| FLUX.1-devParams=12B, Types=Diff, Architecture Category=Gen. Only2025.11 | 84 | |
| FLUX.1-devModel Category=Text-to-Image Generation Models2026.03 | 84 | |
| FLUX.1-dev2026.03 | 84 | |
| OmniGen2Params=3B+4B, Types=AR+Diff, Architecture Category=Uni. Frozen MLLM2025.11 | 83.57 | |
| OmniGen2Model Category=Unified Models2026.03 | 83.57 | |
| InfinityParams=2B, Types=VAR, Architecture Category=Gen. Only2025.11 | 83.5 | |
| MetaQuery-XLParams=7B+1.6B, Types=AR+Diff, Architecture Category=Uni. Frozen MLLM2025.11 | 82.05 | |
| MetaQuery-XLModel Category=Unified Models2026.03 | 82.05 | |
| Blip3-oParams=7B+1.4B, Types=AR+Diff, Architecture Category=Uni. Frozen MLLM2025.11 | 81.6 | |
| BLIP3-oModel Category=Unified Models2026.03 | 81.6 | |
| UniWorld-V1Params=7B+12B, Types=AR+Diff, Architecture Category=Uni. Frozen MLLM2025.11 | 81.38 | |
| UniWorld-V1Model Category=Unified Models2026.03 | 81.38 | |
| UniWorld-V12026.03 | 81.38 | |
| Emu3 + AIA (Ours)Params=8B, Types=AR, Architecture Category=Uni. Purely2025.11 | 81.2 | |
| OmniGenModel Category=Unified Models2026.03 | 81.16 | |
| Emu3-GenParams=8B, Types=AR, Architecture Category=Gen. Only2025.11 | 80.6 | |
| EMU3# Tokens=-, # Params.=8B, Architecture Category=Autoregressive w/o Semantic Encoder2025.09 | 80.6 | |
| Emu3Model Category=Unified Models2026.03 | 80.6 | |
| Uni-X# Tokens=240B, # Params.=3B / 4.5B, Architecture Category=Autoregressive w/o Semantic Encoder, Extended Image-Text Training (flag)=true2025.09 | 80.3 | |
| Liquid# Tokens=~90B, # Params.=7B, Architecture Category=Autoregressive w/o Semantic Encoder2025.09 | 79.8 | |
| Uni-X# Tokens=140B, # Params.=3B / 4.5B, Architecture Category=Autoregressive w/o Semantic Encoder2025.09 | 79.8 | |
| Bilp3o# Tokens=-, # Params.=4B / 9B, Architecture Category=Autoregressive meets Diffusion2025.09 | 79.3 | |
| Emu3Params=8B, Types=AR, Architecture Category=Uni. Purely, re-implemented=true2025.11 | 79.24 | |
| SDXLModel Category=Text-to-Image Generation Models2026.03 | 74.7 | |
| SDXLParams=-, Types=Diff, Architecture Category=Gen. Only2025.11 | 74.65 | |
| VILA-UParams=7B, Types=AR, Architecture Category=Uni. Purely2025.11 | 72.48 | |
| Show-oParams=1.3B, Types=AR+Mask, Architecture Category=Uni. Double Image Encoders / Training Objectives2025.11 | 67.27 |