# Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines

> Research article (Nature Methods, 2025) · cited 80× · AI/ML

**Wikidata**: [openalex:W4412929241](https://www.wikidata.org/wiki/openalex:W4412929241)  
**Source**: https://4ort.xyz/entity/deep-learning-based-gene-perturbation-effect-prediction-does-not-yet-outperform-simple-linear-baselines