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ResearchFormerly WizWand

Text-to-Image Generation on DPGBench (Score)

91.19DPGBench ScoreUniDFlow
80.696483.420786.14588.8693Sep 8, 2025Oct 24, 2025Dec 10, 2025Jan 26, 2026Mar 13, 2026Apr 29, 2026Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UniDFlowParams=4B2026.0291.19
Qwen-Image(-RL)Params=7B+20B2026.0288.32
Qwen-ImageParams=7B + 20B2026.0288.32
Seedream 4.02026.0288.25
RECAParams=1.5B, trained_with_GPT-4o_data=true2025.0988.15
RECAParams=1.5B, Training Data=GPT-4o Data2025.0988.15
DeepGen 1.0 (RL)Params=3B + 2B2026.0287.9
AlphaGRPOResolution=512, Self-Reflective Refinement=true2026.0587.9
BagelParams=7B+7B2026.0287.74
X-OmniParams=7B + 12B2026.0287.65
BAGEL-RvRType=Refine2026.0487.21
RECAParams=1.5B2025.0987.21
RECAParams=1.5B2025.0987.21
MammothModa-2Params=8B+3B+2B2026.0287.2
Mammoth2Params=8B + 3B + 2B2026.0287.2
Playground-v3Params=24B2025.0987.06
Playground-v3Params=24B2025.0987.06
DeepGen 1.0 (SFT)Params=3B + 2B2026.0287.05
VLM-UniDDTCategory=Unified Models, Resolution=512 × 5122026.0686.9
LongCat-ImageParams=7B + 6B2026.0286.8
AlphaGRPOResolution=1024, Self-Reflective Refinement=true2026.0586.6
MUDDITParams=8B2026.0286.37
AlphaGRPOResolution=5122026.0586.3
GPT-4o-ImageParams=-2025.0986.23
GPT-4o-Image2025.0986.23
Show-o2Params=7B2026.0286.14
Show-o2-7B2026.0386.14
Show-o2Type=Unified2026.0486.14
Show-o2-7BCategory=Unified Models2026.0686.14
Show-o2Params=7B2025.0986.14
Hunyuan-Image 3.0Params=80B2026.0286.1
Lumina-DiMOOParams=8B2026.0286.04
AlphaGRPO (RT2I)Resolution=512, Reasoning text-to-image generation task=RT2I2026.0586
AlphaGRPO (RT2I)Resolution=1024, Reasoning text-to-image generation task=RT2I2026.0585.9
EMMAParams=4B2026.0285.63
Nano Banana2026.0285.23
GPT-Image-12026.0285.2
Z-Image-TurboParams=4B + 6B2026.0285.15
BAGEL-RvE (UiG)Type=Refine2026.0485.11
BAGELParams=14B2026.0285.1
BAGELResolution=10242026.0585.1
AlphaGRPOResolution=10242026.0585.1
BAGELResolution=5122026.0585
GLM-ImageParams=9B + 7B2026.0284.78
SANA-1.5Params=4.8B2025.0984.7
HARoPEResolution=20482025.1084.46
Janus-ProParams=7B2025.0984.33
Janus-ProParams=7B2025.0984.33
Janus-ProParams=7B2026.0284.2
JanusProCategory=Unified Multimodal Models2026.0584.2
Janus-Pro-7BParams=7B2026.0284.19
Janus-Pro-7B2026.0384.19
Janus-ProType=Unified2026.0484.19
Janus-Pro-7BCategory=Unified Models2026.0684.19
RoPEResolution=20482025.1084.12
SD3 MediumCategory=Generation Only Models2026.0584.1
SD3-Medium2026.0384.08
SD3-MediumType=Gen. Only2026.0484.08
SD3-MediumCategory=Generation Only2026.0684.08
SD3-MediumParams=2B2025.0984.08
SD3-MediumParams=2B2025.0984.08
BAGELType=Unified2026.0484.03
BAGEL*Params=14B2025.0984.03
BAGEL*Params=14B2025.0984.03
BAGELType=Unified, Note=Reproduced results (†)2026.0484.02
FLUX.1-devType=Gen. Only2026.0484
FLUX-devParams=12B2025.0984
FLUX-devParams=12B2025.0984
FLUX.1 [Dev]Params=12B2026.0283.84
FLUX.1 devCategory=Generation Only Models2026.0583.8
HARoPEResolution=10242025.1083.77
Ovis-U1Params=3.6B, trained_with_GPT-4o_data=true2025.0983.72
Ovis-U1Params=3.6B, Training Data=GPT-4o Data2025.0983.72
Show-o*Params=1.3B2025.0983.63
OmniGen2/V2Params=3B+4B2026.0283.57
OmniGen2Params=3B + 4B2026.0283.57
OmniGen2Params=7B, trained_with_GPT-4o_data=true2025.0983.57
OmniGen2Params=7B, Training Data=GPT-4o Data2025.0983.57
DALL-E 3Params=-2026.0283.5
DALL-E 32026.0383.5
DALL-E 3Type=Gen. Only2026.0483.5
DALL-E 3Category=Generation Only2026.0683.5
DALL-E 3Params=–2025.0983.5
RoPEResolution=10242025.1083.26
BAGEL-RvE (Uni-CoT)Type=Refine2026.0483.17
IOMM-B 5122026.0382.95
RoPEResolution=5122025.1082.63
Janus-Pro-1B2026.0382.63
Janus-Pro-1BCategory=Unified Models2026.0682.63
HARoPEResolution=5122025.1082.37
MetaQuery-XLParams=7B + 1.6B2026.0282.05
MetaQuery-XL2026.0382.05
MetaQuery-XLType=Unified2026.0482.05
MetaQuery-XLCategory=Unified Models2026.0682.05
BLIP3-oParams=7B + 1.4B2026.0281.6
BLIP3-o-8B*2026.0381.6
BLIP3-oType=Unified2026.0481.6
BLIP3-o-8B*Category=Unified Models2026.0681.6
UniWorld v1Params=7B + 12B2026.0281.38
MetaQuery-L2026.0381.1