Alternatives and similar repositories for MMVU

Users that are interested in MMVU are comparing it to the libraries listed below

• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
  ☆164Updated 5 months ago
• EvolvingLMMs-Lab / VideoMMMU
  ☆61Updated 2 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆89Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆99Updated 10 months ago
• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆95Updated last month
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆97Updated last year
• Haochen-Wang409 / TreeVGR
  Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"
  ☆70Updated last week
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆67Updated 9 months ago
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆109Updated 5 months ago
• TIGER-AI-Lab / Pixel-Reasoner
  Pixel-Level Reasoning Model trained with RL [NeuIPS25]
  ☆248Updated last week
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 9 months ago
• yhy-2000 / VideoDeepResearch
  ☆119Updated 3 weeks ago
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆47Updated last month
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆57Updated 11 months ago
• kxfan2002 / SophiaVL-R1
  SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
  ☆86Updated 3 months ago
• LengSicong / MMR1
  MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
  ☆208Updated last month
• chenllliang / G1
  G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
  ☆88Updated 5 months ago
• MMStar-Benchmark / MMStar
  [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
  ☆198Updated last year
• Open-Reasoner-Zero / Open-Vision-Reasoner
  [NeurIPS 2025] The official repository for our paper, "Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reason…
  ☆144Updated 2 months ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆48Updated last year
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆86Updated 9 months ago
• zhishuifeiqian / VCR-Bench
  VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
  ☆32Updated 4 months ago
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆133Updated 3 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆80Updated 3 weeks ago
• facebookresearch / multimodal_rewardbench
  Multimodal RewardBench
  ☆54Updated 8 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆95Updated 2 months ago
• DAMO-NLP-SG / CMM
  ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
  ☆50Updated 4 months ago
• xinyan-cxy / MINT-CoT
  [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
  ☆87Updated last month
• UCSC-VLAA / VLAA-Thinking
  [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆139Updated last month
• rese1f / aurora
  [ICLR 2025] AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
  ☆130Updated 5 months ago