Alternatives and similar repositories for CoI

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

• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆69Updated last year
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆52Updated last year
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆90Updated last year
• si0wang / ViCrit
  ☆24Updated 7 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆84Updated 3 months ago
• zeyofu / ReFocus_Code
  Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]
  ☆45Updated 6 months ago
• si0wang / VisVM
  ☆46Updated last year
• VisualWebBench / VisualWebBench
  Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"
  ☆63Updated last year
• xiangyu-mm / EasyGen
  The official code for paper "EasyGen: Easing Multimodal Generation with a Bidirectional Conditional Diffusion Model and LLMs"
  ☆73Updated last year
• DCDmllm / MorphTokens
  ☆43Updated last year
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆60Updated last year
• vlf-silkie / VLFeedback
  ☆101Updated 2 years ago
• locuslab / llava-token-compression
  ☆46Updated last year
• UW-Madison-Lee-Lab / CoBSAT
  Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"
  ☆42Updated 8 months ago
• core-mm / core-mm
  ☆17Updated last year
• TIGER-AI-Lab / VideoEval-Pro
  More reliable Video Understanding Evaluation
  ☆13Updated 4 months ago
• sled-group / world-to-words
  Official Code for ACL 2023 Outstanding Paper: World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Languag…
  ☆33Updated 2 years ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆111Updated last week
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆85Updated last year
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆88Updated 4 months ago
• thunlp / DeepPerception
  DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
  ☆66Updated 7 months ago
• Letian2003 / C-VQA
  Counterfactual Reasoning VQA Dataset
  ☆27Updated 2 years ago
• gzcch / Bingo
  ☆55Updated last year
• waltonfuture / MM-UPT
  [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
  ☆78Updated 3 months ago
• ylsung / vl-merging
  PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"
  ☆37Updated 2 years ago
• bcdnlp / FAITHSCORE
  FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
  ☆32Updated 2 months ago
• shiqichen17 / AdaptVis
  Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
  ☆68Updated 9 months ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆47Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆110Updated last year
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆51Updated last year