most citedScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

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cs.AI2026

EdiTikZ: Scientific Figure Editing from Revision Trajectories

Christian Greisinger, Zhixue Zhao, Steffen Eger

Vision-language models (VLMs) have shown strong performance in generating scientific figures from text or images. However, publication-ready figures often require iterative refinem…

cs.AI2024★ 1 cited

ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

Leixin Zhang, Steffen Eger, Yinjie Cheng +6

Multimodal large language models (LLMs) have demonstrated impressive capabilities in generating high-quality images from textual instructions. However, their performance in generat…