Image de couverture de livre

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Xia, Peng, Chen, Ze, Tian, Juanxi, Gong, Yangrui, Hou, Ruibo, Xu, Yue, Wu, Zhenbang, Fan, Zhiyuan, Zhou, Yiyang, Zhu, Kangyu, Zheng, Wenhao, Wang, Zhaoyang, Wang, Xiao, Zhang, Xuchao, Bansal, Chetan, Niethammer, Marc, Huang, Junzhou, Zhu, Hongtu, Li, Yun, Sun, Jimeng, Ge, Zongyuan, Li, Gang, Zou, James, Yao, Huaxiu
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Computation and Language Computer Vision and Pattern Recognition Computers and Society
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Verifiable Format Control for Large Language Model Generations
par: Wang, Zhaoyang, et autres
Publié: (2025)

MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
par: Zhu, Kangyu, et autres
Publié: (2024)

CREAM: Consistency Regularized Self-Rewarding Language Models
par: Wang, Zhaoyang, et autres
Publié: (2024)

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
par: Xia, Peng, et autres
Publié: (2024)

Anyprefer: An Agentic Framework for Preference Data Synthesis
par: Zhou, Yiyang, et autres
Publié: (2025)

CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling
par: Gupta, Taneesh, et autres
Publié: (2024)

Multimodal Clinical Trial Outcome Prediction with Large Language Models
par: Zheng, Wenhao, et autres
Publié: (2024)

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning
par: Lin, Jiacheng, et autres
Publié: (2025)

SynthAgent: Adapting Web Agents with Synthetic Supervision
par: Wang, Zhaoyang, et autres
Publié: (2025)

Generative Caching for Structurally Similar Prompts and Responses
par: Chakraborty, Sarthak, et autres
Publié: (2025)

Bridging the Reproducibility Divide: Open Source Software's Role in Standardizing Healthcare AI
par: Wu, John, et autres
Publié: (2026)

MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
par: Xia, Peng, et autres
Publié: (2024)

AMPO: Active Multi-Preference Optimization for Self-play Preference Selection
par: Gupta, Taneesh, et autres
Publié: (2025)

REFA: Reference Free Alignment for multi-preference optimization
par: Gupta, Taneesh, et autres
Publié: (2024)

Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4
par: Zhang, Xuchao, et autres
Publié: (2024)

Distribution-Free Fair Federated Learning with Small Samples
par: Yin, Qichuan, et autres
Publié: (2024)

Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal
par: Wang, Yuhao, et autres
Publié: (2024)

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
par: Xia, Peng, et autres
Publié: (2024)

Multi-Preference Optimization: Generalizing DPO via Set-Level Contrasts
par: Gupta, Taneesh, et autres
Publié: (2024)

WebXSkill: Skill Learning for Autonomous Web Agents
par: Wang, Zhaoyang, et autres
Publié: (2026)

CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs
par: Chen, Sijia, et autres
Publié: (2025)

Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts
par: Liu, Qin, et autres
Publié: (2024)

Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
par: Zhou, Yiyang, et autres
Publié: (2023)

Calibrated Self-Rewarding Vision Language Models
par: Zhou, Yiyang, et autres
Publié: (2024)

Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption Utilization
par: Zhao, Minyi, et autres
Publié: (2024)

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
par: Xia, Peng, et autres
Publié: (2024)

Exploring LLM-based Agents for Root Cause Analysis
par: Roy, Devjeet, et autres
Publié: (2024)

Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in LVLMs
par: Wang, Chaoyang, et autres
Publié: (2025)

Developmental trajectories of decision making and affective dynamics in large language models
par: Wang, Zhihao, et autres
Publié: (2025)

Defect Detection of Prefabricated Building Components With Integrated YOLOv5s‐GhostNet
par: Xuchao Liu, et autres
Publié: (2025)

STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models
par: Liang, Yiming, et autres
Publié: (2026)

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
par: Zhou, Yiyang, et autres
Publié: (2024)

AI Agents and Hard Choices
par: Wang, Kangyu
Publié: (2025)

RoboTrustBench: Benchmarking the Trustworthiness of Video World Models for Robotic Manipulation
par: Li, Huiqiong, et autres
Publié: (2026)

Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets
par: Zhu, Yangrui, et autres
Publié: (2025)

TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation
par: Zhou, Huichi, et autres
Publié: (2025)

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
par: Wang, Xiyao, et autres
Publié: (2024)

MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
par: Xia, Peng, et autres
Publié: (2025)

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
par: Zhou, Yiyang, et autres
Publié: (2025)

AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving
par: Xing, Shuo, et autres
Publié: (2024)