X-PLUG / mPLUG-HalOwl
mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
β79Updated 9 months ago
Related projects β
Alternatives and complementary repositories for mPLUG-HalOwl
- π curated list of awesome LMM hallucinations papers, methods & resources.β146Updated 8 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β182Updated 7 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimizationβ66Updated 9 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and continβ¦β48Updated 3 months ago
- A RLHF Infrastructure for Vision-Language Modelsβ106Updated last week
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)β29Updated 7 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Modelsβ135Updated 6 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKUβ41Updated last year
- β84Updated 11 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β73Updated 7 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal β¦β27Updated this week
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)β35Updated 3 weeks ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ215Updated last month
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuningβ133Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluationβ93Updated 10 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMsβ71Updated 2 weeks ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.β33Updated 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(β¦β248Updated last week
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)β41Updated 4 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)β56Updated this week