Demystifying Numerosity in Diffusion Models -- Limitations and Remedies

Yaqi Zhao, Xiaochen Wang, Li Dong +2

Numerosity remains a challenge for state-of-the-art text-to-image generation models like FLUX and GPT-4o, which often fail to accurately follow counting instructions in text prompt…