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PlotGround: Grounding Plot Digitization in Real Scientific Figures and Their Source Data

Paper recorded by Signals 4 on 2026-10-05 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-05 on arXiv · recorded by Signals 4 on 2026-10-06

Category: cs.CL · 自然语言处理 · first seen 2026-10-06

Abstract

Scientific figures often encode quantitative results that are not readily available in machine-readable form, making accurate plot digitization important for verifying and reusing published findings. Yet it remains unclear how accurately current models recover plotted values from real scientific figures, as existing benchmarks rely largely on synthetic charts or cover only a limited range of chart

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#320 most recent of 660 cs.CL papers we have recorded · ↑ newer: Have I Seen Enough? Frozen Video-Language Models Encode Evidence Readi · ↓ older: T-Search: An Open Agentic Retriever and Playground for Hard Multi-Step
Cite this page: PlotGround: Grounding Plot Digitization in Real Scientific Figures and Their Source Data: the #320 most recent of 660 cs.CL papers we have recorded (as of 2026-10-05). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/plotground-grounding-plot-digitization-in-real-scientific-figures-and-their-sour.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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