List your company
ResearchFormerly WizWand

Causal outcome forecasting on MIMIC sepsis BILIRUBIN-TOTAL IV

0.07RMSEIGC-NET
-0.00080.47710.9551.4329Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
IGC-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.040.07
OBSNODEPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.040.34
OBSNODEPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.040.38
OBSNODEPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.46
OBSNODEPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.040.54
OBSNODEPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.040.62
OPTABPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.040.66
IGC-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.69
OBSNODEPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.7
SCIP-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.040.72
OPTABPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.73
IGC-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.040.91
OPTABPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.97
OPTABPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.041.05
IGC-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.041.07
SCIP-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.041.13
SCIP-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.041.17
SCIP-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.041.23
SCIP-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.041.24
OPTABPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.041.36
IGC-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.041.4
OPTABPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.041.56
IGC-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.041.59
SCIP-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.041.84