Multimodal Vision Language Models LLM Tools

Comprehensive surveys, benchmarks, and research collections on vision-language models, multimodal learning architectures, and their domain-specific applications (remote sensing, transportation, urban computing, weather). Does NOT include individual model implementations, fine-tuning techniques, or tools for building applications with these models.

There are 38 multimodal vision language models tools tracked. 3 score above 50 (established tier). The highest-rated is chrisliu298/awesome-llm-unlearning at 52/100 with 551 stars. 1 of the top 10 are actively maintained.

Get all 38 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=multimodal-vision-language-models&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	chrisliu298/awesome-llm-unlearning A resource repository for machine unlearning in large language models	52	Established	551	—
2	worldbench/awesome-vla-for-ad 🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future	50	Established	331	HTML
3	hijkzzz/Awesome-LLM-Strawberry A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓...	50	Established	6,896	—
4	zjukg/KG-MM-Survey Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey	49	Emerging	479	—
5	worldbench/awesome-spatial-intelligence 🌐 Forging Spatial Intelligence: A Roadmap of Multi-Modal Data Pre-Training...	47	Emerging	142	HTML
6	worldbench/DriveBench [ICCV 2025] Are VLMs Ready for Autonomous Driving? An Empirical Study from...	43	Emerging	232	Python
7	PeterGriffinJin/Awesome-Language-Model-on-Graphs A curated list of papers and resources based on "Large Language Models on...	42	Emerging	981	—
8	sou350121/VLA-Handbook 本项目旨在为致力于进入VLA(Vision-Language-Action)领域的算法工程师提供一份全中文、实战导向的学习/面试手册。不同于通用的...	40	Emerging	73	HTML
9	EmulationAI/awesome-large-audio-models Collection of resources on the applications of Large Language Models (LLMs)...	39	Emerging	726	—
10	THUMNLab/awesome-large-graph-model Papers about large graph models.	38	Emerging	291	—
11	MIT-SPARK/LP2 Long-term Human Trajectory Prediction using 3D DSGs	38	Emerging	43	Python
12	PJLab-ADG/awesome-knowledge-driven-AD A curated list of awesome knowledge-driven autonomous driving (continually updated)	38	Emerging	496	—
13	llmbev/talk2bev Talk2BEV: Language-Enhanced Bird's Eye View Maps (ICRA'24)	38	Emerging	119	Python
14	RManLuo/Awesome-LLM-KG Awesome papers about unifying LLMs and KGs	38	Emerging	2,572	—
15	WLiK/LLM4Rec-Awesome-Papers A list of awesome papers and resources of recommender system on large...	37	Emerging	2,229	—
16	SuperBruceJia/Awesome-Large-Vision-Language-Model Awesome Large Vision-Language Model: A Curated List of Large Vision-Language Model	36	Emerging	42	—
17	LJungang/Awesome-Video-Reasoning-Landscape 🔥An open-source survey of the latest video reasoning tasks, paradigms, and...	36	Emerging	153	—
18	tongnie/awesome-llm4tr Exploring the Roles of Large Language Models in Reshaping Transportation...	35	Emerging	71	—
19	vincentlux/Awesome-Multimodal-LLM Reading list for Multimodal Large Language Models	35	Emerging	69	—
20	basiclab/TTSG Traffic Scene Generation from Natural Language Description for Autonomous...	34	Emerging	55	Python
21	archersama/awesome-recommend-system-pretraining-papers Paper List for Recommend-system PreTrained Models	32	Emerging	347	—
22	Xiaohao-Liu/Awesome-Multi-Token-Prediction A curated list of papers, tools, and resources on Multi-Token Prediction...	32	Emerging	54	—
23	Atomic-man007/Awesome_Multimodel_LLM Awesome_Multimodel is a curated GitHub repository that provides a...	31	Emerging	364	—
24	westlake-repl/MicroLens A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos...	31	Emerging	257	Python
25	YingqingHe/Awesome-LLMs-meet-Multimodal-Generation 🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image,...	31	Emerging	540	HTML
26	tongnie/IMPEL TRE'25: Joint Estimation and Prediction of City-wide Delivery Demand: A...	28	Experimental	7	Python
27	davendw49/Awesome-Long-Context-Language-Modeling Papers of Long Context Language Model	28	Experimental	10	—
28	AdityaLab/MM4TSA A professional list on Multi-Modalities For Time Series Analysis (MM4TSA)...	27	Experimental	77	—
29	OpenTSLab/TimeOmni [ICLR 2026] Official implementation of SciTS: Scientific Time Series...	26	Experimental	10	Python
30	ThomasVonWu/Awesome-VLMs-Strawberry A collection of VLMs papers, blogs, and projects, with a focus on VLMs in...	25	Experimental	11	—
31	Tangkfan/Awesome-Temporal-Video-Grounding paper list on Video Moment Retrieval (VMR), or Temporal Video Grounding...	24	Experimental	36	—
32	Nehs6xy3hgdguzjs/Awesome-Video-Reasoning 🎥 Explore cutting-edge research focused on reasoning with video models,...	24	Experimental	1	—
33	edujbarrios/awesome-vision-ai-stack A curated, builder-first list of Vision Language Models (VLMs), local...	22	Experimental	—	Markdown
34	showlab/Awesome-Long-Context A curated list of resources about long-context in large-language models and...	21	Experimental	32	—
35	HKUDS/Awesome-LLM4Urban-Papers [ACM TIST] "LLM4Urban: Urban Computing in the Era of Large Language Models"	19	Experimental	46	—
36	bailynlove/Awesome-OCR-Vision-Based-Context-Compression Awesome list of paper on vision-based context compression	16	Experimental	3	—
37	Shaadalam9/llms-av-crowdsourced This repository contains the code and analysis for the research paper "Cross...	13	Experimental	3	HTML
38	Charmve/PuppyGo vision language model and large language model powered embodied robot	12	Experimental	6	—

Comparisons in this category

Awesome-Language-Model-on-Graphs and awesome-large-graph-model (42 vs 38) awesome-vla-for-ad and awesome-knowledge-driven-AD (50 vs 38) awesome-vla-for-ad and awesome-spatial-intelligence (50 vs 47) awesome-vla-for-ad and Awesome-Multimodal-LLM (50 vs 35) awesome-vla-for-ad and Awesome-Large-Vision-Language-Model (50 vs 36) Awesome-Large-Vision-Language-Model and Awesome-Multimodal-LLM (36 vs 35)