shikiw / OPERALinks
[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
☆390Updated last year
Alternatives and similar repositories for OPERA
Users that are interested in OPERA are comparing it to the libraries listed below
Sorting:
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆364Updated last year
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆320Updated 2 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆99Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆240Updated 4 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆238Updated 3 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆90Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆158Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆294Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆107Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆148Updated last year
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆414Updated last year
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆278Updated 7 months ago
- ☆356Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆301Updated last year
- A RLHF Infrastructure for Vision-Language Models☆191Updated last year
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆75Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆101Updated 4 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 3 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆311Updated 8 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆145Updated 6 months ago
- ☆112Updated 3 months ago
- ☆154Updated 10 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆180Updated 3 months ago
- Visualizing the attention of vision-language models☆270Updated 10 months ago
- Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"☆173Updated 10 months ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆944Updated 3 months ago