O3DC

The Open Drug Discovery and Development Consortium (O3DC) is an open, cross-institutional initiative for people working on how computational drug discovery is evaluated. Its Benchmark Index is a community-maintained resource designed to bring scattered open benchmarks together in one place. Each entry describes what a benchmark measures, identifies its maintainer or lead author and associated consortium, links to source papers and repositories, and records whether its code is still being updated.

The index also highlights known caveats, biases and limitations, with a discussion thread for every entry. Users can browse benchmarks by category or sort by name, update status or recency, and export data as CSV. O3DC invites academic, industry and independent researchers to submit benchmarks, datasets with defined evaluations and leaderboards, suggest corrections, and participate in discussions.

Submissions undergo automated intake checks and organiser review before publication. Repository update dates are checked live through GitHub. Membership is free and open, with no exclusivity; the consortium provides a shared forum for improving evaluation practices in drug discovery