☆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☆396Oct 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 last year
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆1,003Sep 27, 2025Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆112Dec 4, 2024Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Apr 30, 2024Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆29Jul 24, 2025Updated 8 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Jan 29, 2024Updated 2 years ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Mar 23, 2024Updated 2 years ago
- Accepted LLM Papers in NeurIPS 2024☆38Oct 13, 2024Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆115Aug 21, 2025Updated 7 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆406Aug 24, 2024Updated last year
- WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes☆110Mar 19, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Accepted by IJCAI-24 Survey Track☆230Aug 25, 2024Updated last year
- ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory☆59Nov 27, 2025Updated 4 months ago
- Switch EMA: A Free Lunch for Better Flatness and Sharpness☆28Feb 16, 2024Updated 2 years ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆103Nov 21, 2024Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆255Aug 21, 2025Updated 7 months ago
- The source code of Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents.☆47Jan 31, 2026Updated 2 months ago
- An automatic MLLM hallucination detection framework☆19Sep 26, 2023Updated 2 years ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆24Jan 1, 2025Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆171Sep 25, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆65Jul 5, 2025Updated 9 months ago
- ☆96Mar 29, 2019Updated 7 years ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆293Feb 8, 2026Updated 2 months ago
- [NAACL'25] Contains code and documentation for our VANE-Bench paper.☆24Aug 19, 2025Updated 8 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆36Jul 14, 2025Updated 9 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Oct 28, 2024Updated last year
- ScalingOpt - Optimization Community☆85Apr 2, 2026Updated 2 weeks ago
- A tiny paper rating web☆40Mar 19, 2025Updated last year
- ☆14Jun 10, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆296Mar 13, 2024Updated 2 years ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆49Aug 21, 2024Updated last year
- An exploration of LLM steering☆26Jun 15, 2024Updated last year
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆166Aug 14, 2025Updated 8 months ago
- [ICLR 2026] Empowering Small VLMs to Think with Dynamic Memorization and Exploration☆16Mar 18, 2026Updated last month
- [ICML 2025 Oral] This is the official repository of the paper "What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensi…☆22Jun 12, 2025Updated 10 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆206Jul 17, 2025Updated 9 months ago