benchmark dataset 1multimodal large language models 1multiscale understanding 1pathology imaging 1visual question answering 1
From the 1 of 2 linked papers with an AI index.
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
The paper presents PathVU, a benchmark that tests multimodal large language models on fine-grained, multiscale visual understanding of pathology images using region- and slide-leve…
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…