Unseen Challenges: A Look at Single-Cell Models
In the world of single-cell research, foundation models like scGPT and Geneformer are making waves. These models are designed to handle complex data without needing extra training. This is known as zero-shot learning. It is crucial to test these models in zero-shot settings. This is because there ar