Alternatives and similar repositories for MME-CoT:

Users that are interested in MME-CoT are comparing it to the libraries listed below

• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆55Updated 9 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆74Updated 3 months ago
• UCSC-VLAA / VLAA-Thinking
  SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆99Updated last week
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆77Updated 3 months ago
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆58Updated last month
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆69Updated 4 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆83Updated last year
• 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"
  ☆175Updated 7 months ago
• yu-rp / VisualPerceptionToken
  ☆82Updated last month
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆46Updated 6 months ago
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆114Updated 5 months ago
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆149Updated this week
• 1zhou-Wang / MemVR
  [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…
  ☆48Updated this week
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆100Updated 2 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆89Updated 7 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆87Updated last year
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆72Updated 10 months ago
• yaolinli / DeCo
  ☆35Updated 9 months ago
• joez17 / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆47Updated last month
• mrwu-mac / ControlMLLM
  [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'
  ☆164Updated 3 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆56Updated 3 months ago
• ywh187 / FitPrune
  ☆43Updated 3 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆92Updated last month
• LightChen233 / M3CoT
  ☆73Updated 10 months ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆78Updated 3 months ago
• swordlidev / Evaluation-Multimodal-LLMs-Survey
  A Survey on Benchmarks of Multimodal Large Language Models
  ☆100Updated last month
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆173Updated 5 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆56Updated 7 months ago
• ADaM-BJTU / Mind_with_eyes_Awesome_MLLMs_Reasoning
  This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!
  ☆36Updated last month
• pengts / VW-LMM
  ☆25Updated 11 months ago