OpenLMLab/GAOKAO-Bench

• hightopics#1

  Add relevant topics to the repository

  原因：

  复制粘贴的修复

  复制

  llm-evaluation, llm-benchmark, gaokao, chinese-llm, language-models, nlp, reasoning, language-comprehension, education-ai

  待办完成忽略
• highreadme#2

  Reposition the README's opening sentence to highlight unique value

  原因：

  当前

  GAOKAO-Bench is an evaluation framework that utilizes GAOKAO questions as a dataset to evaluate large language models.

  复制粘贴的修复

  复制

  GAOKAO-Bench is a unique and rigorous evaluation framework that leverages high-stakes Chinese Gaokao (National College Entrance Examination) questions to benchmark large language models' language understanding and logical reasoning abilities.

  待办完成忽略
• mediumhomepage#3

  Add the project's academic paper as the homepage URL

  原因：

  复制粘贴的修复

  复制

  https://arxiv.org/abs/2305.12474

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I rigorously evaluate large language models using high-stakes national exam questions?

  你：未被推荐
  AI 推荐顺序：

  1. EleutherAI's LM Evaluation Harness (lm-eval) (EleutherAI/lm-evaluation-harness)
  2. Hugging Face Evaluate Library (huggingface/evaluate)
  3. Argilla (argilla-io/argilla)
  4. Surveymonkey/Qualtrics
  5. CheckList (microsoft/checklist)
  6. TextAttack (TextAttack/TextAttack)
  7. spaCy/NLTK
  8. LangChain/LlamaIndex

  AI 推荐了 8 个替代方案，却始终没点名 OpenLMLab/GAOKAO-Bench。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What frameworks exist for comprehensively benchmarking LLM logical reasoning and language comprehension abilities?

  你：未被推荐
  AI 推荐顺序：

  1. HELM
  2. BIG-bench
  3. MMLU
  4. ARC
  5. SuperGLUE
  6. GSM8K
  7. TruthfulQA

  AI 推荐了 7 个替代方案，却始终没点名 OpenLMLab/GAOKAO-Bench。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of OpenLMLab/GAOKAO-Bench?

  pass
  ⚠AI 未点名 OpenLMLab/GAOKAO-Bench —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts OpenLMLab/GAOKAO-Bench in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 OpenLMLab/GAOKAO-Bench

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo OpenLMLab/GAOKAO-Bench solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 OpenLMLab/GAOKAO-Bench

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？