Dongping-Chen / MLLM-JudgeLinks
[ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
☆84Updated 6 months ago
Alternatives and similar repositories for MLLM-Judge
Users that are interested in MLLM-Judge are comparing it to the libraries listed below
Sorting:
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆129Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 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 6 months ago
- [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
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated this week
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- ☆68Updated 10 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 4 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆72Updated 9 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆83Updated 3 months ago
- ☆100Updated 5 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆166Updated last month
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆83Updated last year
- ☆25Updated 2 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆137Updated 2 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆33Updated 10 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- VLM2-Bench [ACL 2025 Main]: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues☆41Updated 3 months ago
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆53Updated 3 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated 3 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆24Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆183Updated 10 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆135Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆96Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆96Updated 9 months ago