Single-cell foundation models: bringing artificial intelligence into cell biology.

Although it remains challenging to evaluate and compare all these models partly because many are still available only as preprints, we observe a clear trend of an increase in the sizes of pretraining datasets alongside the emergence of task-specific approaches that integrate existing scFMs or other foundation models (Fig. 3 ).

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