shikiw / Awesome-MLLM-HallucinationLinks
Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)
☆96Updated 9 months ago
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:
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆96Updated 9 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆313Updated 11 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆166Updated last month
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆77Updated last year
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆366Updated last year
- ☆49Updated 9 months ago
- ☆104Updated 2 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated this week
- ☆139Updated 7 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆140Updated 10 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆222Updated 3 weeks ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆297Updated 10 months ago
- Latest Advances on Modality Priors in Multimodal Large Language Models☆23Updated 2 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆73Updated 2 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆72Updated 9 months ago
- ☆100Updated 5 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆148Updated last week
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆68Updated 5 months ago
- 关于LLM和Multimodal LLM的paper list☆46Updated 3 weeks ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆254Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆83Updated 3 weeks ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆155Updated last week
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆124Updated last month
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated 2 months ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆20Updated 4 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆73Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆96Updated last year