AI RESEARCH
A Standardized Framework For Evaluating Gene Expression Generative Models
arXiv CS.LG
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ArXi:2603.11244v1 Announce Type: cross The rapid development of generative models for single-cell gene expression data has created an urgent need for standardised evaluation frameworks. Current evaluation practices suffer from inconsistent metric implementations, incomparable hyperparameter choices, and a lack of biologically-grounded metrics.