BioinformaticsbioRxivPreprint
CytoGate-Bench: an LLM benchmark for cross-panel cell gating in cytometry
Jaesik Kim, Byounghan Lee, Namhyuk Ahn…·Dokyoon Kim
CytoGate-Bench evaluates LLMs for cross-panel cell gating in cytometry by reformulating manual gating as a zero-shot task using expert-annotated data.
DOI 10.64898/2026.08.24.746336