[CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced evaluation modes. The dataset includes extensive contextual descriptions, counterintuitive images, and clear indicators of hallucination items.
☆32Apr 16, 2025Updated last year
Alternatives and similar repositories for PhD
Users that are interested in PhD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Mar 23, 2024Updated 2 years ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆119Nov 23, 2024Updated last year
- [CVPR 2024] TeachCLIP for Text-to-Video Retrieval☆42May 7, 2025Updated last year
- [ACL 2025] Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence☆20Jun 10, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆52Jul 7, 2025Updated last year
- 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.
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆62Dec 18, 2024Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆84Oct 9, 2025Updated 11 months ago
- [CVPR 2025] PyTorch implementation of Diff-II☆30Aug 22, 2026Updated 3 weeks ago
- Official repository for Robust Multimodal Large Language Models Against Modality Conflict☆22Jul 9, 2025Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆69Jul 16, 2024Updated 2 years ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆25Jul 21, 2024Updated 2 years ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆64Mar 13, 2025Updated last year
- [ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".☆32Jul 2, 2026Updated 2 months ago
- [ACL 2026] WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering.☆15Jul 25, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆342Oct 14, 2025Updated 10 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆82May 31, 2025Updated last year
- Repo for the paper "Words or Vision: Do Vision-Language Models Have Blind Faith in Text?" (CVPR 2025)☆18Mar 31, 2026Updated 5 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆39Jul 14, 2025Updated last year
- [CVPR2025] Code Release of Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception☆25Jun 17, 2025Updated last year
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆18Aug 12, 2024Updated 2 years ago
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆114Jan 9, 2026Updated 8 months ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆53Mar 2, 2026Updated 6 months ago
- Source code for EMNLP2022 paper "Finding Skill Neurons in Pre-trained Transformers via Prompt Tuning".☆19Mar 13, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆105Nov 30, 2025Updated 9 months ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆29Mar 24, 2025Updated last year
- ☆87Jul 28, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- [CVPR 2026] STAMP: Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction☆43Feb 21, 2026Updated 6 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆147Sep 11, 2025Updated last year
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆1,042Sep 27, 2025Updated 11 months ago
- [ICLR 2026 Oral] 🎉Hallucination Begins Where Saliency Drops☆69Feb 12, 2026Updated 7 months ago
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model☆26Nov 25, 2025Updated 9 months ago
- 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.
- Pytorch implementation of Detective☆14Jul 11, 2024Updated 2 years ago
- (NeXD @ CVPR 2025) Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models☆33Sep 30, 2025Updated 11 months ago
- [ICLR 2026] Empowering Small VLMs to Think with Dynamic Memorization and Exploration☆19Mar 18, 2026Updated 5 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆29Jun 11, 2025Updated last year
- [CVPR'24 Highlight] Implementation of "Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models"☆17Sep 12, 2024Updated 2 years ago
- This repo contains script to download MUSIC dataset from youtube☆13Jan 19, 2024Updated 2 years ago
- Codes and Data for ICLR 2026 paper "LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision"☆25Jul 16, 2026Updated last month