Alternatives and similar repositories for MME-CoT

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

• xinyan-cxy / MINT-CoT
  [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
  ☆85Updated last month
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆75Updated last year
• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆93Updated last month
• minglllli / CLS-RL
  [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning
  ☆69Updated last month
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆84Updated 9 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆94Updated 9 months ago
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆146Updated 11 months ago
• swordlidev / Evaluation-Multimodal-LLMs-Survey
  A Survey on Benchmarks of Multimodal Large Language Models
  ☆143Updated 3 months ago
• PKU-YuanGroup / Look-Back
  This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".
  ☆64Updated 3 months ago
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆183Updated 5 months ago
• jungao1106 / ICoT
  [CVPR' 25] Interleaved-Modal Chain-of-Thought
  ☆90Updated this week
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆69Updated 7 months ago
• GAIR-NLP / thinking-with-generated-images
  Doodling our way to AGI ✏️ 🖼️ 🧠
  ☆108Updated 4 months ago
• ADaM-BJTU / Mind_with_eyes_Awesome_MLLMs_Reasoning
  This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!
  ☆54Updated 7 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆96Updated last year
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆66Updated 9 months ago
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆184Updated 11 months ago
• mrwu-mac / ControlMLLM
  [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'
  ☆194Updated 3 months ago
• UCSC-VLAA / VLAA-Thinking
  SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆136Updated 2 weeks ago
• HKUST-LongGroup / Awesome-MLLM-Benchmarks
  ☆143Updated 8 months ago
• yaolinli / DeCo
  Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models
  ☆73Updated 3 months ago
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆116Updated last month
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆130Updated 7 months ago
• ligeng0197 / Awesome-Thinking-With-Images
  Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…
  ☆95Updated 2 months ago
• MME-Benchmarks / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆134Updated this week
• yu-rp / VisualPerceptionToken
  ☆125Updated 7 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆90Updated last month
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆109Updated 4 months ago
• pengts / VW-LMM
  ☆25Updated last year
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆95Updated last year