ResearchBenchmarksLength of Stay (LOS) Prediction on MIMIC IVLength of Stay (LOS) Prediction on MIMIC IVFollow83AUROCHighMMT81.54481.92282.382.678May 10, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCHighMMTSetting=Single TaskSetting=Single Task2026.058374.8FLAMESetting=Multitask (per...Setting=Multitask (per dataset)2026.0582.173.1FLAMESetting=Multitask (all...Setting=Multitask (all datasets)2026.0582.174.3FuseMoESetting=Single TaskSetting=Single Task2026.0581.973.7FlexMoESetting=Single TaskSetting=Single Task2026.0581.772.6FLAMESetting=Single TaskSetting=Single Task2026.0581.673.1