Can I read TraitGym: Benchmarking Genetic Variant Models on EtoBox?
TraitGym: Benchmarking Genetic Variant Models by anurag kumar Shandilya is a document available to read on EtoBox.
What is TraitGym: Benchmarking Genetic Variant Models about?
The document presents TraitGym, a curated dataset aimed at benchmarking DNA sequence models for predicting causal regulatory variants in human genetics, focusing on both Mendelian and complex traits. It highlights the limitations of existing datasets and models, and evaluates various machine learning approaches, revealing that alignment-based models perform well for Mendelian traits while functional-genomics-supervised models excel in complex non-disease traits. The benchmark is made available for public us
- Author
- anurag kumar Shandilya
- Language
- EN