Pipeline Stages

12 canonical stages per the drug-discovery-benchmark-eval skill taxonomy.

• Virtual Cell (7 benchmarks · top: Open Problems: Perturbation Prediction)
• Disease Modeling (10 benchmarks · top: Open Targets Platform)
• Target ID (19 benchmarks · top: Open Targets Platform)
• Hit ID (22 benchmarks · top: SAbDab)
• Lead ID / ADMET (24 benchmarks · top: TDC ADMET Group)
• Developmental Candidate (13 benchmarks · top: SAbDab)
• IND-enabling (12 benchmarks · top: ProteinGym)
• Phase I (3 benchmarks · top: Open Systems Pharmacology / PK-Sim)
• Phase II (5 benchmarks · top: ClinBench Quarterly (Insilico))
• Phase III (5 benchmarks · top: MIMIC-IV Benchmark Tasks)
• Clinical Development (5 benchmarks · top: MIMIC-IV Benchmark Tasks)
• Post-market / RWE (5 benchmarks · top: FAERS (raw))