NishilBalar / Awesome-LVLM-HallucinationLinks
up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
☆152Updated last week
Alternatives and similar repositories for Awesome-LVLM-Hallucination
Users that are interested in Awesome-LVLM-Hallucination are comparing it to the libraries listed below
Sorting:
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆302Updated 10 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆92Updated 8 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆73Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆94Updated 8 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆216Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆96Updated 7 months ago
- ☆103Updated 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(…☆295Updated 8 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆354Updated 11 months ago
- ☆95Updated 4 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆128Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆147Updated last year
- ☆49Updated 8 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆72Updated last month
- Visualizing the attention of vision-language models☆216Updated 5 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆90Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆132Updated 9 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆145Updated 3 weeks ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆96Updated last year
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆134Updated last year
- Latest Advances on Modality Priors in Multimodal Large Language Models☆22Updated 3 weeks ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆68Updated 4 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆87Updated last year
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆76Updated 2 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆66Updated 8 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆58Updated 7 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆112Updated last week
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago
- ☆132Updated 5 months ago