LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation
Fuente:
arXiv
Saved in:
| Main Authors: | Yan, Zhiling, Song, Dingjie, Fang, Zhe, Ji, Yisheng, Li, Xiang, Li, Quanzheng, Sun, Lichao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
by: Yan, Zhiling, et al.
Published: (2025)
by: Yan, Zhiling, et al.
Published: (2025)
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
by: Song, Dingjie, et al.
Published: (2024)
by: Song, Dingjie, et al.
Published: (2024)
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
by: Jain, Naman, et al.
Published: (2024)
by: Jain, Naman, et al.
Published: (2024)
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
by: Xia, Shujun, et al.
Published: (2025)
by: Xia, Shujun, et al.
Published: (2025)
Medical Unlearnable Examples: Securing Medical Data from Unauthorized Training via Sparsity-Aware Local Masking
by: Sun, Weixiang, et al.
Published: (2024)
by: Sun, Weixiang, et al.
Published: (2024)
MedDialogRubrics: A Comprehensive Benchmark and Evaluation Framework for Multi-turn Medical Consultations in Large Language Models
by: Gong, Lecheng, et al.
Published: (2026)
by: Gong, Lecheng, et al.
Published: (2026)
ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs
by: Zheng, Xiang, et al.
Published: (2026)
by: Zheng, Xiang, et al.
Published: (2026)
PLawBench: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
by: Shi, Yuzhen, et al.
Published: (2026)
by: Shi, Yuzhen, et al.
Published: (2026)
Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math
by: Song, Dingjie, et al.
Published: (2026)
by: Song, Dingjie, et al.
Published: (2026)
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
by: Chen, Wenting, et al.
Published: (2024)
by: Chen, Wenting, et al.
Published: (2024)
MileBench: Benchmarking MLLMs in Long Context
by: Song, Dingjie, et al.
Published: (2024)
by: Song, Dingjie, et al.
Published: (2024)
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
by: White, Colin, et al.
Published: (2024)
by: White, Colin, et al.
Published: (2024)
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models
by: Liu, Mianxin, et al.
Published: (2024)
by: Liu, Mianxin, et al.
Published: (2024)
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
by: Yan, Zhiling, et al.
Published: (2024)
by: Yan, Zhiling, et al.
Published: (2024)
Automated Rubrics for Reliable Evaluation of Medical Dialogue Systems
by: Chen, Yinzhu, et al.
Published: (2026)
by: Chen, Yinzhu, et al.
Published: (2026)
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System
by: Zeng, Fang, et al.
Published: (2024)
by: Zeng, Fang, et al.
Published: (2024)
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2025)
by: Tang, Xiangru, et al.
Published: (2025)
LiveProteinBench: A Contamination-Free Benchmark for Assessing Models' Specialized Capabilities in Protein Science
by: Rong, Dingyi, et al.
Published: (2025)
by: Rong, Dingyi, et al.
Published: (2025)
MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline
by: Liu, Jiyao, et al.
Published: (2026)
by: Liu, Jiyao, et al.
Published: (2026)
Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models
by: Ding, Meidan, et al.
Published: (2025)
by: Ding, Meidan, et al.
Published: (2025)
Towards a Medical AI Scientist
by: Wu, Hongtao, et al.
Published: (2026)
by: Wu, Hongtao, et al.
Published: (2026)
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
by: Ge, Wentao, et al.
Published: (2023)
by: Ge, Wentao, et al.
Published: (2023)
MedRepBench: A Comprehensive Benchmark for Medical Report Interpretation
by: Shang, Fangxin, et al.
Published: (2025)
by: Shang, Fangxin, et al.
Published: (2025)
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
by: Yue, Jingkun, et al.
Published: (2025)
by: Yue, Jingkun, et al.
Published: (2025)
HiMed: Incentivizing Hindi Reasoning in Medical LLMs
by: Jiang, Dingfeng, et al.
Published: (2026)
by: Jiang, Dingfeng, et al.
Published: (2026)
RubricBench: Aligning Model-Generated Rubrics with Human Standards
by: Zhang, Qiyuan, et al.
Published: (2026)
by: Zhang, Qiyuan, et al.
Published: (2026)
MedBench-IT: A Comprehensive Benchmark for Evaluating Large Language Models on Italian Medical Entrance Examinations
by: Lazzaroni, Ruggero Marino, et al.
Published: (2025)
by: Lazzaroni, Ruggero Marino, et al.
Published: (2025)
FL-MedSegBench: A Comprehensive Benchmark for Federated Learning on Medical Image Segmentation
by: Zhu, Meilu, et al.
Published: (2026)
by: Zhu, Meilu, et al.
Published: (2026)
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education
by: Zhang, Yi-Fan, et al.
Published: (2025)
by: Zhang, Yi-Fan, et al.
Published: (2025)
CMB: A Comprehensive Medical Benchmark in Chinese
by: Wang, Xidong, et al.
Published: (2023)
by: Wang, Xidong, et al.
Published: (2023)
PresentBench: A Fine-Grained Rubric-Based Benchmark for Slide Generation
by: Chen, Xin-Sheng, et al.
Published: (2026)
by: Chen, Xin-Sheng, et al.
Published: (2026)
DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis
by: Patel, Liana, et al.
Published: (2025)
by: Patel, Liana, et al.
Published: (2025)
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
by: Khandekar, Nikhil, et al.
Published: (2024)
by: Khandekar, Nikhil, et al.
Published: (2024)
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
by: Wang, Xidong, et al.
Published: (2024)
by: Wang, Xidong, et al.
Published: (2024)
MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs
by: Wei, Jianhui, et al.
Published: (2025)
by: Wei, Jianhui, et al.
Published: (2025)
Bora: Biomedical Generalist Video Generation Model
by: Sun, Weixiang, et al.
Published: (2024)
by: Sun, Weixiang, et al.
Published: (2024)
TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
by: Ni, Minheng, et al.
Published: (2025)
by: Ni, Minheng, et al.
Published: (2025)
MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and Benchmark
by: Abu-Daoud, Mouath, et al.
Published: (2026)
by: Abu-Daoud, Mouath, et al.
Published: (2026)
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs
by: Chen, Junying, et al.
Published: (2023)
by: Chen, Junying, et al.
Published: (2023)
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data
by: Zhu, Zhenghao, et al.
Published: (2025)
by: Zhu, Zhenghao, et al.
Published: (2025)
Similar Items
-
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
by: Yan, Zhiling, et al.
Published: (2025) -
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
by: Song, Dingjie, et al.
Published: (2024) -
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
by: Jain, Naman, et al.
Published: (2024) -
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
by: Xia, Shujun, et al.
Published: (2025) -
Medical Unlearnable Examples: Securing Medical Data from Unauthorized Training via Sparsity-Aware Local Masking
by: Sun, Weixiang, et al.
Published: (2024)