starreeze / efufLinks
the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models"
☆19Updated 3 months ago
Alternatives and similar repositories for efuf
Users that are interested in efuf are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆88Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆52Updated 8 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆89Updated 7 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆95Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆63Updated 7 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆144Updated last week
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆211Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- ☆75Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆41Updated 2 weeks ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆32Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆128Updated 8 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆126Updated last year
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆73Updated 11 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆293Updated 9 months ago
- ☆30Updated 4 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆64Updated 3 months ago
- ☆126Updated 5 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆19Updated 4 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆92Updated 7 months ago
- ☆44Updated last month
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆74Updated 4 months ago
- ☆47Updated 7 months ago
- ☆52Updated last year