ResearchBenchmarksICU Mortality Prediction on MIMIC Adult ICU Records IIIICU Mortality Prediction on MIMIC Adult ICU Records IIIFollow0.929AUROCDeep Ens.0.893640.902820.9120.92118Jan 30, 2026Evaluation resultsMethodMethodLinksAUROCAUPR ErrorNLLDeep Ens.Params=112kParams=112k2026.010.9290.2370.3DeterministicParams=22.4kParams=22.4k2026.010.9220.1450.284Rank-1Params=23.3kParams=23.3k2026.010.9010.3220.317LR-SVDParams=13.6kParams=13.6k2026.010.8980.4860.452Full-RankParams=44.8kParams=44.8k2026.010.8950.4120.401Low-RankParams=13.6k, rank=r=15Params=13.6k, rank=r=152026.010.8950.540.433