{
  "added_at": "2026-10-20",
  "arxiv_id": "2609.32413",
  "arxiv_version_reviewed": "v1",
  "authors": [
    "Xu Zhang",
    "Hongzhang Zheng",
    "Zhili Huang",
    "Yaoyi Wang",
    "Ling Xu",
    "Sheng Huang"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-ichart2code.bib",
  "code_url": null,
  "date_basis": "First arXiv v1 submission; no formal venue publication was verified.",
  "date_basis_zh": "采用 arXiv v1 首次提交日期；未核实正式会议或期刊出版。",
  "date_precision": "day",
  "description_en": "Benchmarks reconstruction of interactive charts from a reference screenshot, local data and specified actions. Its TRAIL framework uses Developer and Inspector agents with browser interaction traces to diagnose errors and revise the HTML/JavaScript implementation.",
  "description_zh": "评测根据参照截图、本地数据和指定动作重建交互图表。其 TRAIL 框架结合开发与检查智能体及浏览器交互轨迹，诊断错误并修订 HTML／JavaScript 实现。",
  "doi": "10.48550/arxiv.2609.32413",
  "entry_url": "https://awesomerea.org/papers/paper-ichart2code/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-ichart2code/",
  "evidence_urls": [
    "https://arxiv.org/abs/2609.32413",
    "https://arxiv.org/html/2609.32413v1",
    "https://api.datacite.org/dois/10.48550/arxiv.2609.32413"
  ],
  "first_arxiv_date": "2026-09-26",
  "id": "paper-ichart2code",
  "json_url": "https://awesomerea.org/papers/paper-ichart2code/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-ichart2code/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-ichart2code/index.md",
  "metadata_notes": "The six-author v1 identity matches arXiv and DataCite, which registered the arXiv DOI on 2026-09-29. The article uses the arXiv non-exclusive license. No author-linked public implementation, dataset release or corresponding license was verified in the reviewed full text and focused search.",
  "metadata_notes_zh": "六位作者的 v1 身份与 arXiv、DataCite 一致；后者于 2026-09-29 登记 arXiv DOI。文章采用 arXiv 非独占许可。所审阅全文及定向检索未核实作者链接的公开实现、数据集发布或相应许可。",
  "pdf_url": "https://arxiv.org/pdf/2609.32413v1",
  "project_url": null,
  "publication_date": "2026-09-26",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "Covers 377 single-file HTML/JavaScript tasks with supplied data and explicit interaction requirements. Four models are evaluated with at most one repair round. Failing the Executability gate gives zero on scored dimensions; other rubric judgments use an MLLM, with human validation on 200 Direct outputs from 100 tasks and two models. Finite interactions and judge agreement do not establish complete application equivalence or recovery of hidden data and unspecified behavior.",
  "scope_limitations_zh": "覆盖 377 个单文件 HTML／JavaScript 任务，提供数据及明确交互要求。评测四个模型，最多进行一轮修复。未通过可执行性检查时，各评分维度计零分；其他评分规则由多模态模型判断，人类验证只覆盖两个模型在 100 个任务上的 200 份 Direct 输出。有限交互及评判一致性不证明完整应用等价，也不代表恢复隐藏数据或未指定行为。",
  "targets": [
    "website"
  ],
  "title": "IChart2Code: Benchmarking Multimodal Large Language Models for Interactive Chart Code Generation",
  "title_zh": "IChart2Code：面向交互图表代码生成的多模态大语言模型评测",
  "url": "https://arxiv.org/abs/2609.32413",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-10-20",
  "why_fits_en": "Adds an execution-aware benchmark for reproducing visual charts and their specified interactive state changes.",
  "why_fits_zh": "补充面向视觉图表及其指定交互状态变化的执行感知复现基准。",
  "year": 2026
}