showlab / Awesome-MLLM-HallucinationLinks
π A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).
β859Updated last week
Alternatives and similar repositories for Awesome-MLLM-Hallucination
Users that are interested in Awesome-MLLM-Hallucination are comparing it to the libraries listed below
Sorting:
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-basβ¦β1,191Updated 2 weeks ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual inβ¦β1,000Updated this week
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Surveyβ834Updated last month
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Alloβ¦β374Updated last year
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.β738Updated 3 weeks ago
- A paper list of some recent works about Token Compress for Vit and VLMβ679Updated 2 weeks ago
- This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages β¦β701Updated 3 weeks ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ319Updated 11 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resourcesβ179Updated 2 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Modelsβ659Updated 3 weeks ago
- Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Modβ¦β342Updated 6 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.β822Updated 4 months ago
- A Framework of Small-scale Large Multimodal Modelsβ905Updated 5 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought β¦β377Updated 9 months ago
- A curated list of awesome Multimodal studies.β277Updated 2 months ago
- A fork to add multimodal model training to open-r1β1,402Updated 7 months ago
- Awesome RL-based LLM Reasoningβ634Updated 2 months ago
- Visualizing the attention of vision-language modelsβ237Updated 7 months ago
- Latest Advances on Long Chain-of-Thought Reasoningβ516Updated 2 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learningβ736Updated 3 weeks ago
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation β¦β490Updated 6 months ago
- Efficient Multimodal Large Language Models: A Surveyβ373Updated 5 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,β¦β337Updated 7 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and continβ¦β78Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)β97Updated 10 months ago
- β¨β¨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysisβ654Updated last month
- Paper list for Efficient Reasoning.β669Updated 2 weeks ago
- π This is a repository for organizing papers, codes and other resources related to unified multimodal models.β697Updated last week
- β844Updated last month
- Latest Advances on System-2 Reasoningβ1,242Updated 3 months ago