BradyFU/Awesome-Multimodal-Large-Language-Models resource

Health v2 · maintenance only

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Adoption not part of the score

17988 stars · 1132 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated awesome-list tracking the latest advances in multimodal large language models (MLLMs), including papers, surveys, benchmarks like MME and Video-MME, and related projects such as the VITA series. It serves as a research reference hub rather than runnable software.

Use cases

• find recent papers on multimodal large language models
• track benchmarks for evaluating vision-language models
• locate surveys on multimodal instruction tuning
• research video understanding evaluation for MLLMs
• keep up with state-of-the-art multimodal chain-of-thought research
• find open-source omni MLLM projects

When to choose

• you need a continuously updated index of MLLM research papers and benchmarks
• you are surveying the multimodal LLM landscape for a literature review
• you want links to evaluation benchmarks like MME and Video-MME

When to avoid

• you need runnable code or a library to build applications
• you want a maintained software tool rather than a paper list
• you need a single model implementation instead of a research collection

Facets

learning-resource · maturity active

documentation developer-tools large-language-models artificial-intelligence computer-vision awesome-lists tutorials awesome-list multimodal vision-language-models benchmarks survey papers instruction-tuning chain-of-thought natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="BradyFU/Awesome-Multimodal-Large-Language-Models")