{
  "added_at": "2026-10-20",
  "arxiv_id": "2610.10374",
  "arxiv_version_reviewed": "v1",
  "authors": [
    "Chengwei Shi",
    "Yunnong Chen",
    "Tingting Zhou",
    "Qiang Lu",
    "Shiyu Yue",
    "Xinyuan Hu",
    "Jianfang Ru",
    "Liuqing Chen"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-taod2c-bench.bib",
  "code_url": null,
  "date_basis": "arXiv v1 submission date; no separate proceedings or journal publication was verified.",
  "date_basis_zh": "采用 arXiv v1 的提交日期，未核实另行出版的会议论文集或期刊版本。",
  "date_precision": "day",
  "description_en": "TaoD2C-Bench reconstructs interfaces from design images, layer metadata and component-library documentation. It separates requirement inference from implementation, checking component choices and layout relations through source/runtime evidence alongside rendered appearance.",
  "description_zh": "TaoD2C-Bench 根据设计图、图层元数据与组件库文档重建界面，将需求推断与代码实现分别评测，并结合源码、运行时结构及渲染结果检查组件选择与布局关系。",
  "doi": "10.48550/arXiv.2610.10374",
  "entry_url": "https://awesomerea.org/papers/paper-taod2c-bench/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-taod2c-bench/",
  "evidence_urls": [
    "https://arxiv.org/abs/2610.10374v1",
    "https://arxiv.org/html/2610.10374v1",
    "https://taod2c-bench.github.io/",
    "https://github.com/TaoD2C-Bench/TaoD2C-Bench/tree/d4547c4d556d62dd01a73a9b1387a7e8477363bd"
  ],
  "first_arxiv_date": "2026-10-07",
  "id": "paper-taod2c-bench",
  "json_url": "https://awesomerea.org/papers/paper-taod2c-bench/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-taod2c-bench/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-taod2c-bench/index.md",
  "metadata_notes": "The linked repository at d4547c4 contains evaluation JSON only; no scorer or license file was found. Paper Appendix F assigns CC BY-NC 4.0 to annotations and separate restrictive terms to platform-owned assets.",
  "metadata_notes_zh": "所链接仓库的 d4547c4 版本仅含评测 JSON，未找到评分器或许可证文件。论文附录 F 将标注列为 CC BY-NC 4.0，并为平台自有素材规定另行限制条款。",
  "pdf_url": "https://arxiv.org/pdf/2610.10374v1",
  "project_url": "https://taod2c-bench.github.io/",
  "publication_date": "2026-10-07",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "Eight models are evaluated on 421 designs, not the full 2,861-design collection. Results include specified retries and one output-repair attempt. The tasks assess component/layout constraints and visual fidelity, not complete application behavior; all designs come from one commercial ecosystem.",
  "scope_limitations_zh": "八个模型的实测范围为 421 个设计，而非完整的 2,861 个设计。结果包含规定的重试与一次输出修复；任务衡量组件、布局约束及视觉相似度，不验证完整应用行为，设计来源也集中于同一商业生态。",
  "targets": [
    "website",
    "app"
  ],
  "title": "TaoD2C-Bench: Benchmarking MLLMs for Industrial UI Code Generation Beyond Visual Fidelity",
  "title_zh": "TaoD2C-Bench：超越视觉相似度的工业界面代码生成评测",
  "url": "https://arxiv.org/abs/2610.10374",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-10-20",
  "why_fits_en": "Adds requirement-level checks for screenshot- and metadata-guided interface reconstruction.",
  "why_fits_zh": "为截图及元数据驱动的界面重建补充需求级检查。",
  "year": 2026
}