Eyes S Robson

GUANinE v1.1 Reveals Complementarity of Supervised and Genomic Language Models

GUANinE v1.1 evaluates supervised and unsupervised genomic models, showing each excels on specific tasks and identifying tradeoffs in model performance and resource use.

Enformation Theory: A Blueprint for Evaluating Deep Learning Models in Genomics

This paper introduces Enformation Theory, a framework to evaluate and interpret deep learning models in genomics using Enformer and Borzoi as case studies.

GUANinE v1.0: Benchmark Datasets for Genomic AISequence-to-Function Models

GUANinE v1.0 provides benchmark datasets for evaluating genomic AI sequence-to-function models across functional genomics and evolutionary biology tasks.