[NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
☆80Dec 4, 2024Updated last year
Alternatives and similar repositories for CARES
Users that are interested in CARES are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP'24] RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models☆98Dec 13, 2024Updated last year
- [COLING'25] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding☆44Nov 30, 2024Updated last year
- [ICLR'25] MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models☆326Jan 22, 2025Updated last year
- [MICCAI 2025] Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology☆12Jun 17, 2025Updated 10 months ago
- [ICLR'25 Oral] MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models☆36Nov 3, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated 5 months ago
- ☆23Jan 12, 2024Updated 2 years ago
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Mar 9, 2026Updated last month
- A collection of resources on applications of multi-modal learning in medical imaging.☆943Feb 8, 2026Updated 2 months ago
- A generalist foundation model for healthcare capable of handling diverse medical data modalities.☆93Apr 25, 2024Updated last year
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 5 years ago
- [NIPS 2025] Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative …☆62Oct 23, 2025Updated 5 months ago
- [ICML'25] MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization☆73Jun 5, 2025Updated 10 months ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Nov 1, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆87Nov 28, 2023Updated 2 years ago
- [BMVC 2025] Official Implementation of the paper "PerSense: Personalized Instance Segmentation in Dense Images"☆29Dec 18, 2025Updated 4 months ago
- [IPCAI'24 Best Paper] Advancing Surgical VQA with Scene Graph Knowledge☆47May 23, 2025Updated 10 months ago
- ☆25Mar 13, 2026Updated last month
- [ECCVW 2024 -- ORAL] Official repository of paper titled "Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors".☆12Oct 11, 2024Updated last year
- The repository of the ACCV 2024 paper "FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Ge…☆11Jul 28, 2025Updated 8 months ago
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.☆86Jun 4, 2025Updated 10 months ago
- The dataset and evaluation code for MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical found…☆25Feb 19, 2026Updated 2 months ago
- The first Chinese medical large vision-language model designed to integrate the analysis of textual and visual data☆64Dec 1, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆45Oct 18, 2025Updated 6 months ago
- The official repository of paper named 'A Refer-and-Ground Multimodal Large Language Model for Biomedicine'☆34Nov 5, 2024Updated last year
- [NAACL'25] Contains code and documentation for our VANE-Bench paper.☆24Aug 19, 2025Updated 7 months ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆29Dec 30, 2024Updated last year
- ☆48Feb 26, 2025Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Apr 30, 2024Updated last year
- Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach☆20Nov 17, 2025Updated 5 months ago
- ☆38Dec 8, 2025Updated 4 months ago
- [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models☆15Nov 1, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆93Apr 30, 2024Updated last year
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Mar 28, 2025Updated last year
- [EMNLP'24] Code and data for paper "Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models"☆157Jul 7, 2025Updated 9 months ago
- KGML for EMNLP 2021☆10Feb 2, 2022Updated 4 years ago
- [EMNLP'25] A novel alignment framework that leverages image retrieval to mitigate hallucinations in Vision Language Models.☆50Aug 21, 2025Updated 7 months ago
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆265Dec 23, 2023Updated 2 years ago
- Official repository of “MatchSeg"☆12Mar 22, 2024Updated 2 years ago