Evaluating the role of pretraining dataset size and diversity on single-cell foundation model performance | Nature Methods

The performance of single-cell foundation models is dependent on many factors. This study assesses the effect of the pretraining dataset’s size and diversity, revealing potential challenges in pursuing consistent improvement by naively scaling up pretraining data.

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• Rikard Saqe