One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline
The paper proposes a relayout system that preserves flowchart structure while changing aspect ratios.
The task starts from a raster flowchart and targets editable output, not just a new image.
Its pipeline splits the work into Parse, Style, and Layout stages, each checked by a critic using constraints and visual feedback.
The authors say this is meant to prevent broken or misrouted connections when adapting figures for papers, slides, posters, social images, and phone previews.
On a 100-flowchart benchmark across five ratios, they report 68.6% Content Fidelity, above the compared methods’ 11.2-41.4%.
Source: ArXiv · AI/CL/LG's note
The task starts from a raster flowchart and targets editable output, not just a new image.
Its pipeline splits the work into Parse, Style, and Layout stages, each checked by a critic using constraints and visual feedback.
The authors say this is meant to prevent broken or misrouted connections when adapting figures for papers, slides, posters, social images, and phone previews.
On a 100-flowchart benchmark across five ratios, they report 68.6% Content Fidelity, above the compared methods’ 11.2-41.4%.
Source: ArXiv · AI/CL/LG's note
score 4