Position: Genomic Model Research Must Move Beyond Anecdotal Evaluation of Interpretability Methods

In three linesBenchmarking study showing that interpretability methods (IML) applied to genomic models often yield contradictory explanations and fail to localize known regulatory motifs. Authors propose a rigorous evaluation framework inspired by clinical trials to replace current anecdotal validation practices.

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