Alternatives and similar repositories for M3CoT

Users that are interested in M3CoT are comparing it to the libraries listed below

• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆86Updated 8 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆81Updated 10 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆55Updated 11 months ago
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆184Updated 10 months ago
• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆91Updated 2 weeks ago
• ADaM-BJTU / Mind_with_eyes_Awesome_MLLMs_Reasoning
  This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!
  ☆51Updated 6 months ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆73Updated last year
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆68Updated 6 months ago
• OpenDCAI / Awesome_MLLMs_Reasoning
  ☆108Updated 3 weeks ago
• NiuTrans / Vision-LLM-Alignment
  This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…
  ☆114Updated 3 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆98Updated last year
• mat-agent / MAT-Agent
  MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)
  ☆63Updated 3 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆90Updated last year
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆93Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• Go2Heart / EchoSight
  [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.
  ☆75Updated 3 months ago
• chancharikmitra / CCoT
  [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"
  ☆135Updated last year
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆224Updated last month
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆85Updated last month
• pengts / VW-LMM
  ☆25Updated last year
• Tencent / SelfEvolvingAgent
  ☆58Updated last month
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆130Updated 2 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆91Updated 8 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆93Updated last month
• njucckevin / CapArena
  An Arena-style Automated Evaluation Benchmark for Detailed Captioning
  ☆55Updated 4 months ago
• HaozheZhao / MIC_tool
  ☆14Updated last year
• YiyangZhou / LURE
  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  ☆150Updated last year
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆143Updated 11 months ago
• wwzhuang01 / Math-PUMA
  [AAAI 2025]Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning
  ☆39Updated 5 months ago
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆149Updated last year