kashiten/new_data

Dataset for AECBench

AECBench is a benchmark dataset for the Architecture, Engineering, and Construction (AEC) domain, built on the OpenCompass framework. It covers multiple task types ranging from basic knowledge checks to complex project-level reasoning.

• 23 tasks derived from real AEC practice.
• 4800 questions reviewed by experts.

Dataset Subsets

Multiple-Choice Questions (MCQ)

• Subset: 1-1 规范记忆
  Task: Memorization of building codes

• Subset: 1-2 专业术语
  Task: Recognition of technical terminology

• Subset: 1-3 简称识别
  Task: Identification of abbreviations

• Subset: 2-1 规范条文解读
  Task: Interpretation of code clauses

• Subset: 2-2 设计通识问答
  Task: General design knowledge Q&A

• Subset: 2-4 规范条文解读（表格数据）
  Task: Interpretation of code clauses with tabular input

• Subset: 3-1 设计决策制定
  Task: Design decision making

• Subset: 3-2 建筑类型判断
  Task: Classification of building types

• Subset: 3-3 设计决策制定（表格数据）
  Task: Design decision making with tabular input

• Subset: 4-1 建筑设计中的计算
  Task: Architectural design calculations

• Subset: 4-2 MEP 设计中的计算
  Task: MEP design calculations

• Subset: 4-3 施工中的计算
  Task: Construction-related calculations

• Subset: 4-4 工程经济学中的计算
  Task: Engineering economics calculations

• Subset: 5-1-3 合规审查
  Task: Compliance check (multiple-choice format)

Professional Identification

• Subset: 5-1-1 专业识别
  Task: Identify the professional field of a given text

Text Error Correction

• Subset: 5-1-2 文本纠错
  Task: Correct domain-specific errors in technical text

Information Extraction

• Subset: 2-3 信息抽取
  Task: Extract structured key information (e.g., regulation parameters, design indices)

Information Matching

• Subset: 5-1-4 品牌合规验证
  Task: Match product/brand information against compliance requirements

Proposal Recommendation

• Subset: 5-3-1 设计方案推荐
  Task: Recommend a design proposal based on project requirements

Report Generation

• Subset: 5-3-2 报告生成
  Task: Generate a formal AEC report (e.g., design summary, compliance report)

Information Consistency Check

• Subset: 5-3-3 招投标信息验证
  Task: Verify consistency of tender and bidding documents

Summary

• Unified schema across all subsets: instruction, question, answer

• Task diversity:
  Multiple-choice
  Classification
  Text correction
  Information extraction
  Compliance matching
  Proposal recommendation
  Report generation
  Consistency checking

Together, these subsets cover the full spectrum of AEC domain tasks, from fundamental knowledge to applied reasoning and document validation.