Therapeutics Data Commons
consortium · academic · USA
Composite score: 93.6
Rubric
output_volume
5/5
quality_median
5/5
breadth
5/5
openness
5/5
industry_uptake
4/5
longevity
5/5
translational_signal
4/5
Profile
Initiatives hosted
- Therapeutics Data Commons (TDC) — hosts 83 benchmarks
Primary benchmarks authored / maintained
- TDC ADMET Group — 100.0
- hERG (cardio-tox) TDC — 73.9
- AMES (mutagenicity) — 79.5
- DILI / LD50 Zhu — 73.9
- TDC DrugSyn (OncoPolyPharm + DrugComb_NCI60) — 77.0
- USPTO-50K / USPTO-MIT (Retrosynthesis) — 78.0
- MoleculeNet — 78.0
- GuacaMol — 80.5
- MOSES — 72.4
- Practical Molecular Optimization (PMO) — 88.9
- DUD-E — 72.9
- DisGeNET — 81.0
- PrimeKG — 91.9
- Tox21 — 77.5
- ToxCast — 85.6
- ClinTox — 65.6
- OffSides / TWOSIDES — 83.0
- Obach PK Dataset — 77.0
- ISM Benchmarks: GPCRs (Insilico) — 87.6
- HINT / TrialBench — 76.5
Experts
Notes
Broadest ML-ready benchmark hub.