Alternatives and similar repositories for MM-Self-Improve

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

• LightChen233 / M3CoT
  ☆75Updated last year
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆105Updated last month
• RifleZhang / LLaVA-Reasoner-DPO
  ☆83Updated 6 months ago
• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"
  ☆124Updated last month
• NUS-TRAIL / NoisyRollout
  NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆78Updated last month
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆179Updated 7 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆86Updated last year
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆79Updated 5 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆76Updated 8 months ago
• mathllm / MATH-V
  [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.
  ☆108Updated last month
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆117Updated 7 months ago
• InfiMM / Awesome-Multimodal-LLM-for-Math-STEM
  Paper collections of multi-modal LLM for Math/STEM/Code.
  ☆114Updated this week
• UCSC-VLAA / VLAA-Thinking
  SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆124Updated 2 months ago
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆116Updated 2 weeks ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆68Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• njucckevin / CapArena
  An Arena-style Automated Evaluation Benchmark for Detailed Captioning
  ☆50Updated last month
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆52Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆89Updated last year
• Osilly / Awesome-Interleaving-Reasoning
  Interleaving Reasoning: Next-Generation Reasoning Systems for AGI
  ☆82Updated this week
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆92Updated 9 months ago
• ShadeCloak / ADORA
  ☆46Updated 3 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆68Updated last year
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆50Updated 7 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆76Updated last year
• ritzz-ai / GUI-R1
  Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
  ☆143Updated 2 months ago
• DAMO-NLP-SG / multimodal_textbook
  [ICCV 2025] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"
  ☆164Updated 3 months ago
• chenllliang / G1
  G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
  ☆72Updated last month
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆64Updated 3 months ago
• MileBench / MileBench
  This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"
  ☆35Updated last year