3 papers
cs.MA2026
Evaluating Scaffolding-Oriented Multi-Agent Large Language Model System for Clinical Interview Training
Luming Yang, Haoxian Liu, Siqing Li +4
Clinical education must prepare medical students to conduct safe and coherent patient interviews under conditions of uncertainty. Traditional standardized patient (SP) training is…
cs.CV2025
Multivariate Gaussian Representation Learning for Medical Action Evaluation
Luming Yang, Haoxian Liu, Siqing Li +1
Fine-grained action evaluation in medical vision faces unique challenges due to the unavailability of comprehensive datasets, stringent precision requirements, and insufficient spa…
cs.AI2025
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji +40
Recent advances in multimodal large language models (MLLMs) have demonstrated substantial potential in video understanding. However, existing benchmarks fail to comprehensively eva…