Papers With Code — Drug Discovery
Aggregates published ML benchmarks with linked code; crowd-curated.
Kind
meta-platform
Composite
71.6
Benchmarks tracked
120
Direct-linked
0
As of
2026-05-12
Host organisation
Meta AI / Papers With Code community
Primary contacts
PwC community moderators
Founded
2018
License model
Per benchmark
Official site
GitHub
→ GitHub
Count methodology
paperswithcode.com/area/medical + /task search 2026-05: ~120 drug-discovery-adjacent benchmarks (DTI, generation, ADMET, structure, drug response, etc.).
Rubric
rigor
3
coverage
5
maintenance
3
adoption
4
quality
2
accessibility
5
industry_relevance
3
Breakdown
dti
18
molecule_generation
15
admet
14
protein_structure
22
drug_response
11
other
40
Notes
Useful for discovery; curation quality varies sharply.