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2406.06007
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CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
10 June 2024
Peng Xia
Ze Chen
Juanxi Tian
Yangrui Gong
Ruibo Hou
Yue Xu
Zhenbang Wu
Zhiyuan Fan
Yiyang Zhou
Kangyu Zhu
Wenhao Zheng
Zhaoyang Wang
Xiao Wang
Xuchao Zhang
Chetan Bansal
Marc Niethammer
Junzhou Huang
Hongtu Zhu
Yun-Qing Li
Jimeng Sun
Zongyuan Ge
Gang Li
James Zou
Huaxiu Yao
MU
VLM
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Papers citing
"CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models"
7 / 7 papers shown
Title
Anyprefer: An Agentic Framework for Preference Data Synthesis
Yiyang Zhou
Z. Wang
Tianle Wang
Shangyu Xing
Peng Xia
...
Chetan Bansal
Weitong Zhang
Ying Wei
Mohit Bansal
Huaxiu Yao
52
0
0
27 Apr 2025
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
Wei Dai
Peilin Chen
Malinda Lu
Daniel Li
Haowen Wei
Hejie Cui
Paul Pu Liang
LM&MA
42
1
0
09 Mar 2025
CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification
Cristiano Patrício
Isabel Rio-Torto
J. S. Cardoso
Luís F. Teixeira
João C. Neves
VLM
109
0
0
21 Jan 2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
Peng Xia
Siwei Han
Shi Qiu
Yiyang Zhou
Zhaoyang Wang
...
Chenhang Cui
Mingyu Ding
Linjie Li
Lijuan Wang
Huaxiu Yao
40
10
0
14 Oct 2024
Beyond the Hype: A dispassionate look at vision-language models in medical scenario
Yang Nan
Huichi Zhou
Xiaodan Xing
Guang Yang
35
3
0
16 Aug 2024
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
Wenxuan Wang
Yihang Su
Jingyuan Huan
Jie Liu
Wenting Chen
...
Cheng-Yi Li
Kao-Jung Chang
Xiaohan Xin
Linlin Shen
Michael R. Lyu
LM&MA
ELM
48
9
0
17 Feb 2024
Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis
Chaoyi Wu
Jiayu Lei
Qiaoyu Zheng
Weike Zhao
Weixiong Lin
...
Xiao Zhou
Ziheng Zhao
Ya-Qin Zhang
Yanfeng Wang
Weidi Xie
LM&MA
85
73
0
15 Oct 2023
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