Alternatives and similar repositories for MM-R5

Users that are interested in MM-R5 are comparing it to the libraries listed below

• deepglint / UniME
  [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"
  ☆97Updated last month
• DataArcTech / RagVL
  Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …
  ☆90Updated last year
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆70Updated 11 months ago
• waltonfuture / RL-with-Cold-Start
  SFT+RL boosts multimodal reasoning
  ☆41Updated 6 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆102Updated last year
• haon-chen / MoCa
  ☆67Updated 4 months ago
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆193Updated 8 months ago
• Hoar012 / RAP-MLLM
  [CVPR 2025] RAP: Retrieval-Augmented Personalization
  ☆78Updated last month
• yhy-2000 / VideoDeepResearch
  ☆131Updated last month
• CuriseJia / ECCV24-FreeStyleRet
  Precision Search through Multi-Style Inputs
  ☆73Updated 5 months ago
• ZhangXJ199 / TinyLLaVA-Video-R1
  TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
  ☆110Updated 2 weeks ago
• zhourax / VEGA
  ☆37Updated last year
• jindongli-Ai / LLM-Discrete-Tokenization-Survey
  The official GitHub page for the survey paper "Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey". And this paper is unde…
  ☆76Updated 5 months ago
• 360CVGroup / Inner-Adaptor-Architecture
  LMM solved catastrophic forgetting, AAAI2025
  ☆45Updated 8 months ago
• TobyYang7 / Llava_Qwen2
  Visual Instruction Tuning for Qwen2 Base Model
  ☆41Updated last year
• Token-family / TokenFD
  [ICCV2025] A Token-level Text Image Foundation Model for Document Understanding
  ☆128Updated 4 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆92Updated last year
• GaryGuTC / UniME-v2
  [AAAI 2026 Oral] The official code of "UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning"
  ☆59Updated last month
• threegold116 / Awesome-Omni-MLLMs
  This is for ACL 2025 Findings Paper: From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalitiesModels
  ☆85Updated last week
• phellonchen / Awesome-MLLM-Reasoning
  Latest Advances on Reasoning of Multimodal Large Language Models (Multimodal R1 \ Visual R1) ) 🍓
  ☆35Updated 9 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆59Updated last year
• xiaoqian-shen / Vgent
  [NeurIPS 2025 Spotlight] Official PyTorch implementation of Vgent
  ☆36Updated last month
• ding523 / Curr_REFT
  ☆74Updated 7 months ago
• JaaackHongggg / WorldSense
  WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
  ☆34Updated last month
• minglllli / CLS-RL
  [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning
  ☆78Updated 3 months ago
• Kevinz-code / SeVa
  [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501
  ☆61Updated last year
• invictus717 / MiCo
  [ICCV 2025] Explore the Limits of Omni-modal Pretraining at Scale
  ☆120Updated last year
• MME-Benchmarks / MME-Unify
  MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
  ☆41Updated 9 months ago
• BriansIDP / video-SALMONN-o1
  ☆37Updated 4 months ago
• TIGER-AI-Lab / Pixel-Reasoner
  Pixel-Level Reasoning Model trained with RL [NeuIPS25]
  ☆260Updated 2 months ago