Repo for preprint 2025 "MedHEval: Benchmarking Hallucinations and Mitigation Strategies in Medical Large Vision-Language Models"
☆13Apr 23, 2025Updated last year
Alternatives and similar repositories for MedHEval
Users that are interested in MedHEval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2025] This is the official repository for "RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis"☆27Nov 21, 2025Updated 5 months ago
- ☆32Mar 7, 2026Updated 2 months ago
- [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning☆24Nov 13, 2025Updated 5 months ago
- [ACL 2024] A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset☆24May 29, 2025Updated 11 months ago
- ☆23Nov 27, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆15Oct 31, 2024Updated last year
- Code for "Self-Distillation as Instance-Specific Label Smoothing"☆15Oct 22, 2020Updated 5 years ago
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- ☆13Jan 3, 2026Updated 4 months ago
- An OpenSeadragon plugin that adds HTML overlay capability.☆14Oct 28, 2022Updated 3 years ago
- pytorch☆10Apr 13, 2022Updated 4 years ago
- Code for [AAAI 2025] Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.☆24Dec 17, 2024Updated last year
- [NAACL 2025] VividMed: Vision Language Model with Versatile Visual Grounding for Medicine☆30Mar 10, 2025Updated last year
- The code for paper: PeFoMed: Parameter Efficient Fine-tuning on Multi-modal Large Language Models for Medical Visual Question Answering☆63Dec 21, 2025Updated 4 months ago
- 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.
- [2024][MICCAI] LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer☆19Mar 30, 2026Updated last month
- ☆15Apr 25, 2023Updated 3 years ago
- Additional selection tools for Annotorious and the Annotorious OpenSeadragon plugin☆15Jul 21, 2024Updated last year
- Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Clas…☆12Oct 21, 2023Updated 2 years ago
- ☆14Nov 29, 2022Updated 3 years ago
- ☆10Mar 4, 2024Updated 2 years ago
- ☆11Jun 27, 2023Updated 2 years ago
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆29Jan 26, 2025Updated last year
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Dec 16, 2024Updated last year
- 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.
- ☆26Feb 23, 2026Updated 2 months ago
- Medical Multimodal LLMs☆391Apr 23, 2025Updated last year
- ☆14Jun 9, 2021Updated 4 years ago
- [ICML 2024] Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical☆13May 12, 2024Updated last year
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Apr 23, 2024Updated 2 years ago
- Repository linked to publication: "Spatio-temporal neural distance fields for conditional generative modeling of the heart" presented at …☆11Mar 27, 2025Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆110Nov 23, 2024Updated last year
- AIOZ AI - Overcoming Data Limitation in Medical Visual Question Answering (MICCAI 2019)☆69Apr 21, 2026Updated 2 weeks ago
- Competitive Programming Training☆17Nov 15, 2024Updated last year
- 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.
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆102Nov 30, 2025Updated 5 months ago
- CVPR2023:Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection☆26Mar 27, 2023Updated 3 years ago
- ☆14Nov 30, 2022Updated 3 years ago
- Code for: Embedding contrastive unsupervised features to cluster in-and out-of-distribution noise in corrupted image datasets (ECCV 2022)☆14Sep 30, 2022Updated 3 years ago
- ☆38Dec 8, 2025Updated 5 months ago
- The official code for the NeurIPS 2021 paper Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels (https://arxiv.org…☆25Dec 29, 2021Updated 4 years ago
- ☆13May 27, 2023Updated 2 years ago