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A Pitfall in the Evaluation of Gene Perturbation Models

Panagopoulos, George et al.
arXiv (All) · Papers
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Gene perturbation models aim to predict transcriptional responses to unseen genetic interventions, but comparisons rely on heterogeneous evaluation metrics and differentially-expressed (DE) gene subsets. We investigate the consequences of these choices using eight methods across six single-gene pert
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