🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".
☆56Mar 18, 2025Updated last year
Alternatives and similar repositories for VL-Uncertainty
Users that are interested in VL-Uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Model…☆21Mar 13, 2025Updated last year
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆59Apr 2, 2025Updated last year
- [ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.☆42Feb 25, 2025Updated last year
- ☆11May 16, 2025Updated last year
- [WACV 2025] Official Pytorch code for "Background-aware Moment Detection for Video Moment Retrieval"☆16Feb 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆297Mar 13, 2024Updated 2 years ago
- VHTest☆16Oct 31, 2024Updated last year
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 5 years ago
- [ICLR'26] SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models☆18Mar 26, 2026Updated 6 months ago
- [ICCV'25] "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection".☆26Jan 12, 2026Updated 8 months ago
- 📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.☆14Feb 7, 2025Updated last year
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆33Mar 5, 2023Updated 3 years ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆52Jul 16, 2024Updated 2 years ago
- Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning☆15Dec 12, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆83Feb 22, 2025Updated last year
- [NAACL 2024] Z-GMOT: Zero-shot Generic Multiple Object Tracking☆12May 19, 2026Updated 4 months ago
- Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆55Feb 4, 2026Updated 7 months ago
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"☆22Dec 8, 2024Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆421Oct 7, 2024Updated last year
- ☆27Feb 28, 2024Updated 2 years ago
- TEMPURA enables video-language models to reason about causal event relationships and generate fine-grained, timestamped descriptions of u…☆29Updated this week
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆45Dec 20, 2024Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆175Jan 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆21Jan 27, 2025Updated last year
- ☆18Jun 10, 2023Updated 3 years ago
- New Modeling The Background CodeBase☆14Jan 7, 2022Updated 4 years ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆105Nov 30, 2025Updated 9 months ago
- This is the official implementation of "Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation" (Accepted at AC…☆13Aug 24, 2024Updated 2 years ago
- [ECCV'24] Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene.☆40Sep 3, 2024Updated 2 years ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆116Dec 4, 2024Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆214Jul 17, 2025Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated 11 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.
- AutoHallusion Codebase (EMNLP 2024)☆22Dec 6, 2024Updated last year
- AAAI2025☆13Apr 18, 2025Updated 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(…☆343Oct 14, 2025Updated 11 months ago
- This is a repository contains the implementation of our NeurIPS'24 paper "Temporal Sentence Grounding with Relevance Feedback in Videos"☆13Aug 22, 2025Updated last year
- [NeurIPS 2024, spotlight] Scaling Out-of-Distribution Detection for Multiple Modalities☆71Dec 3, 2025Updated 9 months ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆17Oct 22, 2023Updated 2 years ago
- InstructG2I: Synthesizing Images from Multimodal Attributed Graphs (NeurIPs 2024)☆19Oct 17, 2024Updated last year