Policy Learning on ELAIA AKI-alert trial 1.0 benchmark leaderboard · SOTA2 Research

Policy Learning on ELAIA AKI-alert trial 1.0

0.905Certified ValueNever alert

Evaluation Results

Method	Links
Never alert2026.04		0.905	0.918	0.797	8.6	0
Q-learning2026.04		0.904	0.917	0.794	8.6	50
PROWL2026.04		0.904	0.917	0.794	8.6	50.9
PROWL2026.04		0.904	0.917	0.795	8.6	49.8
Q-learning2026.04		0.903	0.917	0.793	8.6	50
RWL2026.04		0.903	0.916	0.793	8.8	45
RWL2026.04		0.903	0.917	0.794	8.7	47.5
OWL2026.04		0.901	0.915	0.787	8.7	71.5
Always alert2026.04		0.9	0.914	0.783	8.8	100
OWL2026.04		0.9	0.914	0.786	8.9	67.2