ActiveVisionLab/Awesome-LLM-3D resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2253 stars · 142 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers and resources on multi-modal large language models applied to 3D tasks, accompanying a survey paper. It covers 3D understanding, reasoning, generation, embodied agents, and benchmarks.

Use cases

• find papers on 3D scene understanding with LLMs
• research 3D generation using large language models
• survey embodied AI agents in 3D worlds
• find benchmarks for 3D spatial reasoning
• keep up with latest 3D-LLM research
• find foundation models like SAM and CLIP for 3D tasks

When to choose

• you need a literature review of LLM-based 3D research
• you are starting research in 3D multi-modal learning
• you want a maintained, chronological paper list with a companion survey

When to avoid

• you need runnable code or a library rather than a paper list
• you want a dataset or benchmark itself rather than links to papers

Facets

learning-resource · maturity active

documentation machine-learning nlp computer-vision artificial-intelligence large-language-models computer-vision awesome-lists tutorials awesome-list 3d llm survey curated-papers embodied-agents 3d-understanding 3d-generation web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="ActiveVisionLab/Awesome-LLM-3D")