Dongping-Chen / MLLM-Judge
[ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
☆53Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for MLLM-Judge
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆57Updated 5 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆71Updated 7 months ago
- ☆47Updated 3 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆59Updated 3 weeks ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆71Updated 6 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆132Updated 3 weeks ago
- ☆22Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆42Updated 4 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆17Updated 3 weeks ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆133Updated 6 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆31Updated last week
- An Easy-to-use Hallucination Detection Framework for LLMs.☆49Updated 6 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆66Updated 11 months ago
- MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.☆68Updated 3 weeks ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆22Updated 3 weeks ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆93Updated 9 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆16Updated 4 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆64Updated 9 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆72Updated 7 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆204Updated last month
- ☆21Updated 2 months ago
- Survey on Data-centric Large Language Models☆63Updated 4 months ago
- ☆84Updated 10 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆29Updated 7 months ago
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆57Updated last month
- ☆15Updated 2 weeks ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆29Updated last week
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆242Updated this week
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆24Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆88Updated last month