Scientific software presents a demanding test for computer-using agents based on visual language models (VLMs): completing a research workflow requires interpreting specialized interfaces, manipulating scientific objects, and producing verifiable results. We thus introduce OSWorld-Science, a benchmark and evaluation en...
Ding-Yuan Dai, He-Li Qi, Lei Liu et al.· 0 citations
This work proposes Multimodal Exploration via Recursive Self-Improvement Agents for Major Depression Analysis (MERID), a framework develops depression pipelines through experience-based recursive self-improvement (RSI) and highlights the value of acoustic and linguistic cues for depression detection.
Lei Liu, Zhao-Kang Liang, Qing-Cheng Zeng et al.· 0 citations
This work proposes LabAgent, a reproduce and discovery harness tailored for a lab's continuous work that ranks first over commercial generalist agents in every domain, and demonstrates accurate reproduction of a published figure.
Lei Liu, Yi-Kun Zhang, Jia-Lin Chen et al.· 0 citations
OrthoPilot is a clinical artificial intelligence system powered by a large language model (LLM) that integrates hospital data streams with authoritative external knowledge for continuous musculoskeletal care and autonomously retrieves real-time imaging, laboratory, pathology and order data and translates evolving patie...