# Simple controls exceed best deep learning algorithms and reveal foundation model effectiveness for predicting genetic perturbations

> Research article (Bioinformatics, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4410689365](https://www.wikidata.org/wiki/openalex:W4410689365)  
**Source**: https://4ort.xyz/entity/simple-controls-exceed-best-deep-learning-algorithms-and-reveal-foundation-model-effectiveness-for-predicting-genetic-pe