JindongGu/Awesome-Prompting-on-Vision-Language-Model

• highreadme#1

  Reposition README opening to clarify it's a survey/awesome list of papers

  原因：

  当前

  This repo lists relevant papers summarized in our survey: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

  复制粘贴的修复

  复制

  This repository is a curated, comprehensive survey of cutting-edge research papers on prompt engineering for Vision-Language Models (VLMs). It accompanies our survey paper: 'A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models'.

  待办完成忽略
• highlicense#2

  Add a LICENSE file to clarify usage rights

  原因：

  复制粘贴的修复

  复制

  Create a LICENSE file in the root directory, e.g., with the MIT License text.

  待办完成忽略
• mediumtopics#3

  Expand repository topics for better categorization as a survey/list

  原因：

  当前

  foundation-models, prompt-engineering, vision-and-language

  复制粘贴的修复

  复制

  foundation-models, prompt-engineering, vision-and-language, awesome-list, survey-papers, research-papers, vlm-prompting

  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 improve performance of vision-language models using prompt engineering techniques?

  你：未被推荐
  AI 推荐顺序：

  1. OpenAI's GPT-4V
  2. Google's Gemini
  3. Anthropic's Claude 3
  4. LLaVA

  AI 推荐了 4 个替代方案，却始终没点名 JindongGu/Awesome-Prompting-on-Vision-Language-Model。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find a survey of prompt engineering methods for various vision-language tasks?

  你：未被推荐
  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 JindongGu/Awesome-Prompting-on-Vision-Language-Model?

  pass
  ⚠AI 未点名 JindongGu/Awesome-Prompting-on-Vision-Language-Model —— 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 JindongGu/Awesome-Prompting-on-Vision-Language-Model in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 JindongGu/Awesome-Prompting-on-Vision-Language-Model —— 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？

• In one sentence, what problem does the repo JindongGu/Awesome-Prompting-on-Vision-Language-Model solve, and who is the primary audience?

  pass
  ⚠AI 未点名 JindongGu/Awesome-Prompting-on-Vision-Language-Model —— 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？