CellBench-LS: Benchmark Evaluation of Single-cell Foundation Models for Low-supervision Scenarios
CellBench-LS introduces a comprehensive framework that systematically benchmarks single-cell foundation models against traditional methods in low-supervision scenarios, revealing that while foundation models excel in celltype recognition tasks, traditional methods remain competitive for precise gene expression quantification.