Trial Outcome Prediction (TOP)
Benchmarks for predicting Phase 1-3 trial outcomes from structured + text features.
Composite score: 76.5
Rubric (1–5 per criterion)
rigor
4/5
coverage
3/5
maintenance
4/5
adoption
3/5
quality
4/5
accessibility
5/5
industry_relevance
4/5
Metadata
Stages
Phase IIIClinical Development
Modalities
cross-modality
Task types
trial-outcome-prediction
License
MIT
First release
2022
Last updated
2024
Flags
none
Size & scope
- trials: 17000
- phases: 3
Primary paper
Title
Artificial intelligence for clinical trial design
Authors
Harrer S, Shah P, Antony B, Hu J
Year
2019
DOI / arXiv
Citations
520
Links
- Official site: https://github.com/futianfan/clinical-trial-outcome-prediction
- GitHub: https://github.com/futianfan/clinical-trial-outcome-prediction
- Leaderboard: N/A
Hosted by (initiatives)
Experts (primary authors / maintainers)
Groups (host labs / companies / consortia)
Related benchmarks
Notes (honest caveats)
Often reported alongside HINT.