2026 · Preprint
State-Aware Generation of Deployable Websites from Visual Prototypes and Requirements
VisStateCoder links visual prototype elements, project files, interaction requirements and render evidence in a project state graph, then uses those links to generate websites and limit subsequent repairs to selected files.
Scope and limitations
Requires visual prototypes and textual workflow requirements. The five-model Vision2Web evaluation covers up to seven-page HTML/CSS/JavaScript sites with an optional Node.js server; larger projects and React/Vue are untested. Each configuration runs once, without variance or significance estimates. Internal repair checks do not execute interaction workflows; functional scores come from separate benchmark tests. Visual judges and incomplete tests limit conclusions about behavior, maintainability and accessibility.
Why it fits this collection
Studies visual-reference website reconstruction with explicit links between reference elements, code files and repair evidence.
Publication and review details
- Venue
- arXiv
- Status
- Preprint
- Publication / posting date
- October 13, 2026
- Date source
- First arXiv v1 submission; no formal venue publication was verified.
- First arXiv submission
- October 13, 2026
- arXiv
- 2610.17861
- Reviewed arXiv version
- v1
- DOI
- 10.48550/arxiv.2610.17861
DataCite registered the matching arXiv DOI on 2026-10-14. The article uses the arXiv non-exclusive license. The paper states that its implementation, prompts, projects, logs and annotations are released, but an author-linked artifact and code/data license were not verified in the reviewed sources and bounded search. No website project, model or experiment was executed.
Sources reviewed
Source review only; experiments were not rerun for this collection. Cite the original authors using the linked paper or BibTeX.