Image Generation on GenEval

Metric: Two Obj. (higher is better)

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#	Model↕	Two Obj.▼	Extra Data	Paper	Date↕	Code
1	MindOmni	0.94	No	MindOmni: Unleashing Reasoning Generation in Vis...	2025-05-19	Code
2	UniWorld-V1 (Rewrite)	0.93	No	UniWorld-V1: High-Resolution Semantic Encoders f...	2025-06-03	Code
3	UniWorld-V1	0.93	No	UniWorld-V1: High-Resolution Semantic Encoders f...	2025-06-03	Code
4	SANA-1.5 4.8B	0.85	No	SANA 1.5: Efficient Scaling of Training-Time and...	2025-01-30	Code
5	Fluid (10.5B)	0.83	No	Fluid: Scaling Autoregressive Text-to-image Gene...	2024-10-17	Code

#1MindOmniSOTA
0.94
Two Obj.· 2025-05-19
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO Code
#2UniWorld-V1 (Rewrite)
0.93
Two Obj.· 2025-06-03
UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Code
#3UniWorld-V1
0.93
Two Obj.· 2025-06-03
UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Code
#4SANA-1.5 4.8BSOTA
0.85
Two Obj.· 2025-01-30
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer Code
#5Fluid (10.5B)SOTA
0.83
Two Obj.· 2024-10-17
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens Code