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Trial outcome prediction on Phase 1 (trials)
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0.565
Log Loss
Dataset Benchmark
0.55896
0.59973
0.6405
0.68127
Nov 29, 2025
Log Loss
Brier Score
Benchmark Win Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Log Loss
Brier Score
Benchmark Win Rate
Dataset Benchmark
Trial Phase=1
2025.11
0.565
0.187
79
BioBERT-based model
Trial Phase=1
2025.11
0.637
0.163
-
Industry Benchmark
Trial Phase=1
2025.11
0.716
0.261
76
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