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Sergei A. Nikolenko

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Preprint Jul 2026

HEDGEHOG: Hierarchical Evaluation of Drug Generators Through Rigorous Filtration

HEDGEHOG is introduced, a unified six-stage filtration benchmark that is inspired by industrial hit identification workflows and exposes a central limitation of current molecular generators: molecules that appear acceptable under isolated criteria rarely satisfy medicinal chemistry, synthesis, docking, and 3D pose filters simultaneously.

Daria A. Ryabchenko, Pavel Gurevich, S. Kadyrov et al. · 0 citations