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ResearchFormerly WizWand

Causal Outcome Forecasting on MIMIC-IV sepsis (CREATININE)

0.09RMSEIGC-NET
0.0380.3890.741.091Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
IGC-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.040.09
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=52026.040.44
OBSNODEPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.53
OBSNODEPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.040.53
OBSNODEPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.040.58
OPTABPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.62
OBSNODEPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.65
IGC-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.040.78
OPTABPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.89
IGC-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.040.89
IGC-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.040.92
OPTABPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.040.93
IGC-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.95
OPTABPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.040.96
SCIP-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.040.99
SCIP-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.041.01
SCIP-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.041.06
IGC-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.041.13
OPTABPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.041.14
SCIP-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.041.17
OPTABPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.041.23
SCIP-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.041.36
SCIP-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.041.39