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Trial outcome prediction research benchmarks · SOTA2 Research

Trial outcome prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset Benchmark

0.53Log Loss

3

Feb 26, 2026

Dataset Benchmark

0.629Log Loss

3

Feb 26, 2026

Phase 1 (trials)

Dataset Benchmark

0.565Log Loss

3

Feb 26, 2026

All-Phase Mean Aggregated trials

BioBERT-based model

0.742Log Loss

2

Feb 26, 2026

Popular datasets

PHASE Phase 3 All-Phase Mean

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