Xi Wang

Reliable single-cell perturbations explain and improve model performance

This work tests the reliability of perturbations and their alignment with shared perturbation responses, classifying each perturbation as specific, shared, or unreliable, and applies these quality labels to published benchmarks shows that model comparisons depend on perturbation quality.