PaperBanana is more than an illustration tool; it is a research-focused AI system for scientific visualization. It can generate methodology diagrams, charts, and other publication-ready visuals with improved clarity and aesthetics. The framework was tested against strong baselines and showed better results in faithfulness, readability, and conciseness. That matters because a figure in a paper must communicate ideas precisely, not just look good. PaperBanana aims to make that process easier for researchers everywhere.

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