I'm exited to share that our paper investigating how increased pre-training dataset size influences single-cell foundation model performance impacts performance on downstream tasks has been published at Nature Methods!
www.nature.com/articles/s41...
nature.com
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 pursuin...