Virtual Cell Challenge 2026: Benchmarking zero-shot generalization across cellular contexts

Summary

The Virtual Cell Challenge 2026 will benchmark machine learning models on zero-shot prediction of gene knockdown responses across multiple unseen cancer cell lines using Arc-generated datasets. The competition aims to assess whether computational models can bridge the gap between preclinical predictions and human biology.