Machine Learning, Diffusion Models, Drug Discovery.
“state-of-the-art (SOTA) performance in [X]” almost a prerequisite for inclusion in top-tier machine learning conferences. This tendency, however, can unintentionally foster an environment of over-optimization towards simplified or flawed metrics, potentially guiding well-meaning computer