Osilly/Vision-DeepResearch

• hightopics#1

  Add relevant topics to the repository

  原因：

  复制粘贴的修复

  复制

  multimodal-llm, mllm, deep-research, benchmark, multi-turn-reasoning, search-engine-interaction, vision-language-model, vlm

  待办完成忽略
• highreadme#2

  Add a concise value proposition to the top of the README

  原因：

  当前

  The README currently starts with an H1 and then 'The official repo for...'

  复制粘贴的修复

  复制

  Add this sentence right after the H1: "Vision-DeepResearch is the first long-horizon multimodal deep-research MLLM, extending reasoning turns to dozens and search-engine interactions to hundreds, alongside its comprehensive VDR-Bench benchmark."

  待办完成忽略
• mediumhomepage#3

  Populate the repository's homepage URL in the About section

  原因：

  复制粘贴的修复

  复制

  https://osilly.github.io/Vision-DeepResearch/

  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

  Need an MLLM capable of multi-turn reasoning and extensive external search for deep research.

  你：未被推荐
  AI 推荐顺序：

  1. GPT-4o
  2. Claude 3 Opus
  3. Google Search API
  4. SERP API
  5. Gemini 1.5 Pro
  6. Perplexity AI
  7. Llama 3
  8. LangChain
  9. LlamaIndex
  10. AutoGen
  11. Brave Search API

  AI 推荐了 11 个替代方案，却始终没点名 Osilly/Vision-DeepResearch。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for a benchmark to evaluate multimodal large language models on complex research tasks.

  你：未被推荐
  AI 推荐顺序：

  1. MM-VET (Multimodal-VET)
  2. POPE (Perception-Oriented Probing and Evaluation)
  3. ScienceQA
  4. MMMU (Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark)
  5. MME (Multimodal Evaluation Benchmark)
  6. GQA (Scene Graph Question Answering)
  7. OKVQA (Outside Knowledge Visual Question Answering)

  AI 推荐了 7 个替代方案，却始终没点名 Osilly/Vision-DeepResearch。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 Osilly/Vision-DeepResearch?

  pass
  ⚠AI 未点名 Osilly/Vision-DeepResearch —— 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 Osilly/Vision-DeepResearch in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 Osilly/Vision-DeepResearch

  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 Osilly/Vision-DeepResearch solve, and who is the primary audience?

  pass
  ⚠AI 未点名 Osilly/Vision-DeepResearch —— 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？