Clinical trial outcome prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.6AUROC
12
Feb 26, 2026
74.7AUROC
12
Feb 26, 2026
71.1AUROC
12
Feb 26, 2026
69.2AUROC
12
Feb 26, 2026
75.6AUROC
12
Feb 26, 2026
0.73AUROC
12
Feb 26, 2026
88.6AUROC
12
Feb 26, 2026
90.4AUROC
12
Feb 26, 2026
65.7AUROC
12
Feb 26, 2026
0.653AUROC
12
Feb 26, 2026
0.638PR-AUC
10
Jun 24, 2026
64.2Accuracy
10
Mar 27, 2026
0.638AUROC
9
Feb 26, 2026
65.8Accuracy
8
Mar 27, 2026
0.88ROC-AUC (Phase 2)
7
Feb 26, 2026
0.88ROC AUC
6
Feb 26, 2026
91.15PR
5
Feb 26, 2026
85.57PR Score
5
Feb 26, 2026
91.58PR Score
5
Feb 26, 2026
77.75Precision
5
Feb 26, 2026
68.22PR Score
5
Feb 26, 2026
86.88Precision
5
Feb 26, 2026
72.25Macro F1
2
Apr 28, 2026
75.5Macro F1
2
Apr 28, 2026
0.81ROC AUC
1
Feb 26, 2026