opendatalab / HA-DPOLinks
Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
☆89Updated last year
Alternatives and similar repositories for HA-DPO
Users that are interested in HA-DPO are comparing it to the libraries listed below
Sorting:
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- A RLHF Infrastructure for Vision-Language Models☆179Updated 7 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 8 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆52Updated 8 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- ☆83Updated 6 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- ☆100Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated 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 4 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆211Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆126Updated last year
- ☆30Updated 4 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆124Updated 2 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 11 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆132Updated last year
- ☆152Updated 8 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆68Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆185Updated 9 months ago
- ☆65Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆95Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆128Updated 8 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆35Updated 3 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆48Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆116Updated 2 weeks ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆78Updated last month
- Official implementation of the Law of Vision Representation in MLLMs☆160Updated 7 months ago