☆56Nov 26, 2024Updated last year
Alternatives and similar repositories for Awesome-LVLM-Hallucination
Users that are interested in Awesome-LVLM-Hallucination are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆414Oct 7, 2024Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated last year
- ☆11Aug 10, 2024Updated 2 years ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆1,041Sep 27, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Train a tiny LLaMA model from scratch to repeat your words using Reinforcement Learning from Human Feedback (RLHF)☆18May 23, 2024Updated 2 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆159Apr 30, 2024Updated 2 years ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆116Dec 4, 2024Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆99Jan 29, 2024Updated 2 years ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Mar 23, 2024Updated 2 years ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆117Aug 21, 2025Updated last year
- Accepted LLM Papers in NeurIPS 2024☆38Oct 13, 2024Updated last year
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆413Aug 24, 2024Updated 2 years ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆103Nov 21, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆30Jul 24, 2025Updated last year
- Accepted by IJCAI-24 Survey Track☆234Aug 25, 2024Updated 2 years ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆267Aug 21, 2025Updated last year
- [EMNLP2026] Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward☆61Nov 27, 2025Updated 9 months ago
- Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights☆33Jan 9, 2026Updated 7 months ago
- An automatic MLLM hallucination detection framework☆19Sep 26, 2023Updated 2 years ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆172Sep 25, 2025Updated 11 months ago
- [ICLR2026] Factuality Matters: When Image Generation and Editing Meet Structured Visuals☆37Nov 13, 2025Updated 9 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆24Jan 1, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆100Mar 29, 2019Updated 7 years ago
- ☆43May 9, 2026Updated 3 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆172Nov 6, 2024Updated last year
- Pixels, Patterns, but no Poetry: To See the World like Humans☆18Aug 11, 2025Updated last year
- [CVPR'25] MergeVQ: A Unified Framework for Visual Generation and Representation with Token Merging and Quantization☆51Jul 22, 2025Updated last year
- Code release for "Generative Modeling of Weights: Generalization or Memorization?"☆23Apr 9, 2026Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆59Oct 28, 2024Updated last year
- The code repository of UniRL☆55May 30, 2025Updated last year
- ☆22Dec 18, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes☆112Mar 19, 2025Updated last year
- WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors☆23May 19, 2026Updated 3 months ago
- ☆13Jun 10, 2025Updated last year
- A comprehensive collection of resources focused on addressing and understanding hallucination phenomena in MLLMs.☆35May 7, 2024Updated 2 years ago
- MMhops-R1: Multimodal Multi-hop Reasoning☆17Aug 17, 2026Updated 3 weeks ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆49Aug 21, 2024Updated 2 years ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆328Aug 28, 2026Updated last week