LesterGong / MMRBLinks
The official repository of paper "Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark"
☆19Updated 7 months ago
Alternatives and similar repositories for MMRB
Users that are interested in MMRB are comparing it to the libraries listed below
Sorting:
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,313Updated last week
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆397Updated last year
- ☆113Updated 4 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆824Updated this week
- Efficient Multimodal Large Language Models: A Survey☆387Updated 9 months ago
- [ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that…☆760Updated 2 weeks ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆975Updated 4 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,349Updated 2 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆551Updated last year
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆137Updated 3 weeks ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆100Updated last year
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆322Updated 7 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆910Updated last week
- Towards Efficient Multimodal Large Language Models: A Survey on Token Compression☆98Updated 3 weeks ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆262Updated 4 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆84Updated 3 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆768Updated 5 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆375Updated last year
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆220Updated 10 months ago
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆290Updated this week
- ✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Vi…☆77Updated 9 months ago
- [NeurIPS 2025] 𝓡𝓣𝓥-𝓑𝓮𝓷𝓬𝓱: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video.☆31Updated 3 weeks ago
- Official implementation of MC-LLaVA.☆140Updated 2 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆381Updated 11 months ago
- The Next Step Forward in Multimodal LLM Alignment☆197Updated 9 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆285Updated 8 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆298Updated this week
- ☆1,112Updated 2 months ago
- 🔥Awesome Multimodal Large Language Models Paper List☆154Updated 10 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆344Updated 2 weeks ago