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Open access Sep 2026

Benchmarking single-cell foundation models for aging biology

Single-cell foundation models (scFMs) provide representations of cellular states, but their utility across biological questions in aging research remains unclear. We established a benchmark of cellular representations for aging research, evaluating ten general-purpose scFMs, three aging-specific models and conventional...

Xiao-Min Ni, Yun-Hao Liang, Jia-Lin Zhu et al. · 0 citations
#computer vision Preprint Sep 2026

RankGround: Efficient High-Resolution GUI Grounding via Lightweight Reranker-Guided Crop Selection

Graphical User Interface (GUI) grounding is a fundamental perception task for multimodal agents, enabling them to interpret natural language instructions and interact with digital interfaces. Existing methods face a fundamental trade-off between accuracy and efficiency: direct full-image inference often fails to captur...

Li-Yang Fan, Xin-Ping Bi, Yi-Tai Li et al. · 0 citations

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