Benchmark Radar
AI BENCHMARK PROFILE

HEDGEHOG

Science & ResearchHealth & Life SciencesKnowledge & Reasoning

HEDGEHOG is a six-stage filtration benchmark for evaluating molecular generators on medicinal plausibility, including physicochemical, structural, synthesis, docking, and 3D pose checks, applied to 23 generators and 230,000 molecules.

Released
2026-07-14
Readiness
Paper only
Primary field
Science & Research

Why it matters

This benchmark exposes that current molecular generators fail to produce compounds that pass all medicinal, synthesis, docking, and 3D filters simultaneously, providing a more realistic evaluation for drug discovery.

Motivation

Generative molecular models can support early drug discovery by proposing new candidate compounds de novo.

Primary resources

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