2 papers
cs.AI2026
PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?
Zongyi Chen, Yu Liang, Jie Lin +1
Multimodal large language models (MLLMs) are increasingly used to analyze pathology images. However, dominant multimodal benchmarks in pathology mainly score final diagnostic answe…
cs.CV2026
Evaluating Agentic Harness Systems for Autonomous Computational Pathology
Jie Lin, Zongyi Chen, Qiaoling Zheng +6
Autonomous computational pathology (ACP) converts high-level pathology analysis goals into executable, traceable and clinically bounded workflows. Realizing this capability require…