REPOGEO REPORT · LITE

MrNeRF/awesome-3D-gaussian-splatting

Default branch main · commit 461868a5 · scanned 6/25/2026, 1:07:41 AM

GitHub: 8,711 stars · 538 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

22 /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

1 / 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 MrNeRF/awesome-3D-gaussian-splatting, 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

hightopics#1

Add 'awesome-list', 'papers', and 'resources' to repository topics

Why:

CURRENT

3d-gaussian-splatting, 3dgs, gaussian-splatting, nerf, neural-rendering

COPY-PASTE FIX

3d-gaussian-splatting, 3dgs, gaussian-splatting, nerf, neural-rendering, awesome-list, papers, resources

mediumreadme#2

Refine the README's opening sentence to emphasize its utility for discovery

Why:

CURRENT

A curated collection of resources focused on 3D Gaussian Splatting (3DGS) and related technologies.

COPY-PASTE FIX

A central, curated hub for discovering papers, implementations, and resources focused on 3D Gaussian Splatting (3DGS) and related technologies.

lowhomepage#3
Add the repository URL as the homepage
Why:
COPY-PASTE FIX
```
https://github.com/MrNeRF/awesome-3D-gaussian-splatting
```

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 MrNeRF/awesome-3D-gaussian-splatting

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Awesome Neural Rendering

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Awesome Neural Rendering · recommended 1×
arXiv · recommended 1×
Google Scholar · recommended 1×
Foundations and Trends® in Computer Graphics and Vision · recommended 1×
SIGGRAPH · recommended 1×

CATEGORY QUERY
Where can I find comprehensive research papers and learning materials on neural rendering techniques?
you: not recommended
AI recommended (in order):
1. Awesome Neural Rendering
2. arXiv
3. Google Scholar
4. Foundations and Trends® in Computer Graphics and Vision
5. SIGGRAPH
6. SIGGRAPH Asia
7. ACM Digital Library
8. YouTube
9. Stanford CS231N
10. CMU 15-462
11. OpenReview
AI recommended 11 alternatives but never named MrNeRF/awesome-3D-gaussian-splatting. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for open-source implementations and tools for efficient 3D reconstruction from images.
you: not recommended
AI recommended (in order):
1. COLMAP (colmap/colmap)
2. OpenMVS (cdcseacave/openMVS)
3. Meshroom (alicevision/meshroom)
4. OpenSfM (mapillary/OpenSfM)
5. MVE (simonfuhrmann/mve)
6. Theia Structure from Motion Library (sweeneychris/TheiaSfM)
7. VisualSFM
AI recommended 7 alternatives but never named MrNeRF/awesome-3D-gaussian-splatting. 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 MrNeRF/awesome-3D-gaussian-splatting?
pass
AI did not name MrNeRF/awesome-3D-gaussian-splatting — 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?
If a team adopts MrNeRF/awesome-3D-gaussian-splatting in production, what risks or prerequisites should they evaluate first?
pass
AI named MrNeRF/awesome-3D-gaussian-splatting 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 MrNeRF/awesome-3D-gaussian-splatting solve, and who is the primary audience?
pass
AI did not name MrNeRF/awesome-3D-gaussian-splatting — 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?

Embed your GEO score

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MARKDOWN (README)

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HTML

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MrNeRF/awesome-3D-gaussian-splatting — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite