hendryx-scale / mhal-detectLinks
M-HalDetect Dataset Release
☆25Updated last year
Alternatives and similar repositories for mhal-detect
Users that are interested in mhal-detect are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆222Updated 3 weeks ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual …☆82Updated 6 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆64Updated 7 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 10 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆49Updated 2 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- Official repository for the A-OKVQA dataset☆97Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆96Updated 9 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆96Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 8 months ago
- ☆60Updated last year
- ☆100Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated this week
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Updated last year
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆25Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆166Updated 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(…☆297Updated 10 months ago
- ☆100Updated 5 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆92Updated 3 weeks ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆83Updated 3 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆128Updated last year
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆135Updated last year
- ☆78Updated 6 years ago
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆286Updated 2 years ago