NishilBalar / Awesome-LVLM-Hallucination
up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
☆125Updated this 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:
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆87Updated 5 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆69Updated 9 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆207Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆274Updated 7 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆118Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆89Updated 5 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆87Updated last year
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆61Updated 2 months ago
- ☆95Updated last month
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆281Updated 6 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆74Updated 5 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆94Updated last year
- Latest Advances on Modality Priors in Multimodal Large Language Models☆18Updated last week
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆83Updated last year
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆192Updated 3 weeks ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆67Updated 2 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆125Updated 10 months ago
- CHAIR metric is a rule-based metric for evaluating object hallucination in caption generation.☆29Updated last year
- ☆76Updated last month
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆11Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆116Updated 6 months ago
- A RLHF Infrastructure for Vision-Language Models☆175Updated 6 months ago
- A hot-pluggable tool for visualizing LLaVA's attention.☆17Updated last year
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆337Updated 8 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆107Updated 3 weeks ago
- 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…☆104Updated 7 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆69Updated 2 months ago