junyangwang0410 / HaELMLinks
An automatic MLLM hallucination detection framework
☆19Updated last year
Alternatives and similar repositories for HaELM
Users that are interested in HaELM are comparing it to the libraries listed below
Sorting:
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆33Updated 2 years ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- ☆17Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆30Updated 6 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆93Updated last month
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆39Updated 2 months ago
- ☆55Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆81Updated 10 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 10 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 7 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆43Updated 2 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- Preference Learning for LLaVA☆49Updated 10 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Updated last year
- ☆18Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆92Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆36Updated 5 months ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆18Updated last year
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆33Updated last year
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆46Updated last year
- An Easy-to-use Hallucination Detection Framework for LLMs.☆62Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated 3 months ago
- 🦩 Visual Instruction Tuning with Polite Flamingo - training multi-modal LLMs to be both clever and polite! (AAAI-24 Oral)☆64Updated last year
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆105Updated last week
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- ☆65Updated last year