Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.27146.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

ChartRevive, a mixed-initiative system using multimodal LLMs to extract both underlying data and visual design specifications from static chart images. Authors benchmark five MLLMs across five chart types, finding GPT-5.4 performs best, and present an interactive overlay-based verification interface for refining reconstructions.

Pairs a five-model benchmark of data plus design extraction with where numeric and spatial recovery still fails, and grounds the best model in a concrete verification UI.

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