RRepoGEO

REPOGEO REPORT · LITE

wuxiaolang/Visual_SLAM_Related_Research

Default branch master · commit 7ac44336 · scanned 5/16/2026, 1:17:44 AM

GitHub: 1,825 stars · 402 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface wuxiaolang/Visual_SLAM_Related_Research, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add a clear, concise positioning statement at the very top of the README

    Why:

    CURRENT
    > **毕业快乐！最近更新 2021 年 07 月 05 日：论文更新 +104，开源代码 +9**
    COPY-PASTE FIX
    本仓库是一个全面精选的视觉(语义) SLAM 论文、开源项目及学习资料的研究跟踪与合集。

> **毕业快乐！最近更新 2021 年 07 月 05 日：论文更新 +104，开源代码 +9**
  • highlicense#2
    Add a LICENSE file to clarify usage terms for the curated content

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the MIT License text, as it is a common permissive license suitable for a collection of links and metadata.
  • mediumtopics#3
    Add topics that explicitly describe the repository as a curated collection of resources

    Why:

    CURRENT
    mapping, opensource, papers, semantic, slam, visualodometry
    COPY-PASTE FIX
    mapping, opensource, papers, semantic, slam, visualodometry, awesome-list, research-collection, computer-vision-research

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface wuxiaolang/Visual_SLAM_Related_Research
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
arXiv.org
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. arXiv.org · recommended 1×
  2. Google Scholar · recommended 1×
  3. OpenReview.net · recommended 1×
  4. CVPR · recommended 1×
  5. ICCV · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive collection of recent research papers on visual and semantic SLAM?
    you: not recommended
    AI recommended (in order):
    1. arXiv.org
    2. Google Scholar
    3. OpenReview.net
    4. CVPR
    5. ICCV
    6. ECCV
    7. ICRA
    8. IROS
    9. NeurIPS
    10. RSS
    11. Microsoft Academic
    12. Semantic Scholar
    13. IEEE Xplore
    14. ACM Digital Library
    15. International Journal of Robotics Research
    16. IEEE Transactions on Robotics
    17. IEEE Transactions on Pattern Analysis and Machine Intelligence
    18. GitHub

    AI recommended 18 alternatives but never named wuxiaolang/Visual_SLAM_Related_Research. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source projects implement object-level SLAM or semantic mapping for augmented reality applications?
    you: not recommended
    AI recommended (in order):
    1. OpenSceneGraph (OSG)
    2. OSGART
    3. ARToolKitX
    4. ORB-SLAM3
    5. ORB-SLAM2
    6. YOLO
    7. Mask R-CNN
    8. ElasticFusion
    9. InfiniTAM
    10. RTAB-Map
    11. OpenVSLAM
    12. PCL (Point Cloud Library)

    AI recommended 12 alternatives but never named wuxiaolang/Visual_SLAM_Related_Research. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of wuxiaolang/Visual_SLAM_Related_Research?
    pass
    AI named wuxiaolang/Visual_SLAM_Related_Research explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts wuxiaolang/Visual_SLAM_Related_Research in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wuxiaolang/Visual_SLAM_Related_Research explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo wuxiaolang/Visual_SLAM_Related_Research solve, and who is the primary audience?
    pass
    AI did not name wuxiaolang/Visual_SLAM_Related_Research — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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