Trial Outcome Prediction (TOP)
Benchmarks for predicting Phase 1-3 trial outcomes from structured + text features.
Composite
76.5
Experimental validation
Clinical
Stages
Phase IIIClinical Development
Modalities
cross-modality
Task types
trial-outcome-prediction
Size
trials: 17,000
phases: 3
phases: 3
License
MIT
First release
2022
Last updated
2024
Official site
Leaderboard
→ leaderboard
Dataset
→ dataset
Code / GitHub
HuggingFace
→ HF
Paper
Artificial intelligence for clinical trial design · Harrer S, Shah P, Antony B, Hu J · 2019 · paper · doi:10.1016/j.tips.2019.05.005 · 520 citations
Flags
none
Experts
Groups
Hosted by
Related benchmarks
Rubric (7-criterion)
rigor
4
coverage
3
maintenance
4
adoption
3
quality
4
accessibility
5
industry_relevance
4
Notes
Often reported alongside HINT.