πOfficial code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".
β56Mar 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:
- β¨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Modelβ¦β21Mar 13, 2025Updated last year
- β¨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).β59Apr 2, 2025Updated last year
- [WACV 2025] Official Pytorch code for "Background-aware Moment Detection for Video Moment Retrieval"β16Feb 24, 2025Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuningβ297Mar 13, 2024Updated 2 years ago
- VHTestβ16Oct 31, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)β16Aug 19, 2021Updated 4 years ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resourcesβ325Feb 8, 2026Updated 5 months ago
- [ICCV'25] "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection".β26Jan 12, 2026Updated 6 months ago
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"β33Mar 5, 2023Updated 3 years ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)β52Jul 16, 2024Updated 2 years ago
- [NAACL 2024] Z-GMOT: Zero-shot Generic Multiple Object Trackingβ12May 19, 2026Updated 2 months ago
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"β22Dec 8, 2024Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ411Oct 7, 2024Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Modelsβ82Mar 6, 2026Updated 4 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- β27Feb 28, 2024Updated 2 years ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Promptβ¦β45Dec 20, 2024Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluationβ173Jan 15, 2024Updated 2 years ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucinationβ21Jan 27, 2025Updated last year
- β18Jun 10, 2023Updated 3 years ago
- New Modeling The Background CodeBaseβ15Jan 7, 2022Updated 4 years ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"β105Nov 30, 2025Updated 7 months ago
- This is the official implementation of "Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation" (Accepted at ACβ¦β13Aug 24, 2024Updated last year
- The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graphβ18Oct 13, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV'24] Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene.β40Sep 3, 2024Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'β211Jul 17, 2025Updated last year
- Tis is code for Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model (ACM MM 2024))β12Aug 27, 2024Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Modelsβ87Oct 26, 2025Updated 9 months ago
- β11May 9, 2023Updated 3 years ago
- An official implementation of "RankMixup: Ranking-Based Mixup Training for Network Calibration" (ICCV 2023) in PyTorch.β11Dec 18, 2023Updated 2 years ago
- AutoHallusion Codebase (EMNLP 2024)β23Dec 6, 2024Updated last year
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Keyβ111Jan 9, 2026Updated 6 months ago
- AAAI2025β13Apr 18, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR 2020] Haotao Wang, Tianlong Chen, Zhangyang Wang, Kede Ma, "I Am Going MAD: Maximum Discrepancy Competition for Comparing Classifieβ¦β20Dec 30, 2021Updated 4 years ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(β¦β342Oct 14, 2025Updated 9 months ago
- This is a repository contains the implementation of our NeurIPS'24 paper "Temporal Sentence Grounding with Relevance Feedback in Videos"β13Aug 22, 2025Updated 11 months ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"β17Oct 22, 2023Updated 2 years ago
- InstructG2I: Synthesizing Images from Multimodal Attributed Graphs (NeurIPs 2024)β19Oct 17, 2024Updated last year
- [Paper] Code for the EMNLP2023 (Findings) paper "Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document"β17Dec 1, 2023Updated 2 years ago
- π A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).β1,034Sep 27, 2025Updated 10 months ago