Alternatives and similar repositories for CausalMM:

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

• 1zhou-Wang / MemVR
  Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …
  ☆46Updated last month
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆54Updated 4 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆45Updated 5 months ago
• LightChen233 / M3CoT
  ☆71Updated 10 months ago
• The-Martyr / Awesome-Modality-Priors-in-MLLMs
  Latest Advances on Modality Priors in Multimodal Large Language Models
  ☆12Updated 2 weeks ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆75Updated 2 months ago
• Wild-Cooperation-Hub / Awesome-MLLM-Reasoning-Benchmarks
  A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
  ☆52Updated last month
• ShadeCloak / ADORA
  ☆37Updated last week
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆71Updated 5 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆71Updated 10 months ago
• junyangwang0410 / Attention-LLaVA
  A hot-pluggable tool for visualizing LLaVA's attention.
  ☆15Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆71Updated 3 months 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…
  ☆105Updated 6 months ago
• lzhxmu / VTW
  Code release for VTW (AAAI 2025) Oral
  ☆34Updated 3 months ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆67Updated 2 months ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆53Updated 9 months ago
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆93Updated 3 weeks ago
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆36Updated 9 months ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆49Updated 4 months ago
• Purshow / Awesome-LVLM-Hallucination
  ☆48Updated 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!
  ☆32Updated 3 weeks ago
• simplelifetime / TIVE
  Less is More: High-value Data Selection for Visual Instruction Tuning
  ☆12Updated 3 months ago
• itsqyh / Awesome-LMMs-Mechanistic-Interpretability
  ☆33Updated last month
• ywh187 / FitPrune
  ☆41Updated 3 months ago
• RainBowLuoCS / DEEM
  (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.
  ☆27Updated last month
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆75Updated 2 months ago
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆114Updated 5 months ago
• OpenKG-ORG / EasyDetect
  An Easy-to-use Hallucination Detection Framework for LLMs.
  ☆58Updated 11 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆55Updated 2 months ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆41Updated 5 months ago