[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☆117Nov 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☆22Jun 10, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆51Jul 7, 2025Updated last year
- 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.
- 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 10 months ago
- [CVPR 2025] PyTorch implementation of Diff-II☆29Feb 27, 2025Updated last year
- Official repository for Robust Multimodal Large Language Models Against Modality Conflict☆22Jul 9, 2025Updated last year
- The first attempt to replicate o3-like visual clue-tracking reasoning capabilities.☆64Jul 8, 2025Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆68Jul 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☆63Mar 13, 2025Updated last year
- [ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".☆31Jul 2, 2026Updated last month
- 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.
- [ACL 2026] WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering.☆15Jul 25, 2026Updated 2 weeks 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 4 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 last year
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key☆112Jan 9, 2026Updated 7 months ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆52Mar 2, 2026Updated 5 months ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆28Mar 24, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆88Jul 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☆41Feb 21, 2026Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆148Sep 11, 2025Updated 11 months ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆1,034Sep 27, 2025Updated 10 months ago
- [ICLR 2026 Oral] 🎉Hallucination Begins Where Saliency Drops☆66Feb 12, 2026Updated 5 months ago
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model☆26Nov 25, 2025Updated 8 months ago
- [ICLR 2026] Empowering Small VLMs to Think with Dynamic Memorization and Exploration☆18Mar 18, 2026Updated 4 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆29Jun 11, 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.
- [CVPR'24 Highlight] Implementation of "Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models"☆17Sep 12, 2024Updated last year
- This repo contains script to download MUSIC dataset from youtube☆12Jan 19, 2024Updated 2 years ago
- Codes and Data for ICLR 2026 paper "LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision"☆23Jul 16, 2026Updated 3 weeks ago
- Official code for **Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity** (PruneSI…☆13Mar 25, 2026Updated 4 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆172Jan 15, 2024Updated 2 years ago
- [ICLR 26] Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow☆46Oct 3, 2025Updated 10 months ago
- This repository offers a comprehensive overview of existing datasets and methods in the field of change captioning.☆17Sep 2, 2025Updated 11 months ago