🔥Awesome Multimodal Large Language Models Paper List
☆154Mar 12, 2025Updated last year
Alternatives and similar repositories for Awesome-Multimodal-Large-Language-Models
Users that are interested in Awesome-Multimodal-Large-Language-Models are comparing it to the libraries listed below
Sorting:
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆382Feb 23, 2025Updated last year
- LLMBind: A Unified Modality-Task Integration Framework☆19Jun 16, 2024Updated last year
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆43Oct 28, 2025Updated 4 months ago
- ☆67Jan 23, 2026Updated last month
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆325Jun 21, 2025Updated 9 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆773Sep 7, 2025Updated 6 months ago
- The official implement of "Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings"☆18Dec 5, 2024Updated last year
- [CVPR 2024 Accepted] TaskWeave: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection☆30Sep 26, 2024Updated last year
- [ICCV2025] TokenBridge: Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation. https://yuqingwang1029.github.io/To…☆153Jul 24, 2025Updated 7 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆35Jul 14, 2025Updated 8 months ago
- LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos. (CVPR 2025))☆57Jun 9, 2025Updated 9 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆203Jun 18, 2025Updated 9 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,380Feb 26, 2026Updated 3 weeks ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆837Dec 14, 2025Updated 3 months ago
- ☆111Sep 11, 2025Updated 6 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆25Nov 10, 2024Updated last year
- Explore the Multimodal “Aha Moment” on 2B Model☆624Mar 18, 2025Updated last year
- 📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.☆352Jan 8, 2026Updated 2 months ago
- [ICML 2025 Oral] An official implementation of VideoRoPE & VideoRoPE++☆219Feb 2, 2026Updated last month
- The official implement of "Grounded Chain-of-Thought for Multimodal Large Language Models"☆21Jul 21, 2025Updated 8 months ago
- WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation☆190Nov 6, 2025Updated 4 months ago
- [AAAI 26 Demo] Offical repo for CAT-V - Caption Anything in Video: Object-centric Dense Video Captioning with Spatiotemporal Multimodal P…☆65Jan 27, 2026Updated last month
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆33Mar 26, 2025Updated 11 months ago
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆217Sep 26, 2025Updated 5 months ago
- Awesome papers & datasets specifically focused on long-term videos.☆360Oct 9, 2025Updated 5 months ago
- [ICCV'25] Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness☆67Jul 22, 2025Updated 8 months ago
- A fork to add multimodal model training to open-r1☆1,507Feb 8, 2025Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆73Mar 18, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆963Nov 14, 2025Updated 4 months ago
- Code for CVPR25 paper "VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos"☆156Jun 23, 2025Updated 8 months ago
- Visual Instruction Tuning for Qwen2 Base Model☆41Jun 29, 2024Updated last year
- This is a repo to track the latest autoregressive visual generation papers.☆432Jun 25, 2025Updated 8 months ago
- Official Implementation of MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models☆12Nov 1, 2025Updated 4 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆57Mar 21, 2025Updated last year
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆68May 9, 2025Updated 10 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆353Apr 20, 2025Updated 11 months ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆56Dec 18, 2024Updated last year
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Jul 1, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆63Jul 16, 2024Updated last year