New benchmark results show that Stable Diffusion 3.x and Janus Pro models struggle to place simple geometric shapes in the correct image quadrant, with best F1 scores around 0.41 to 0.5.
Semantic object accuracy for generative text-to-image synthesis
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Towards Evaluating Robustness of Prompt Adherence in Text to Image Models
New benchmark results show that Stable Diffusion 3.x and Janus Pro models struggle to place simple geometric shapes in the correct image quadrant, with best F1 scores around 0.41 to 0.5.