Outcome Forecasting on Semi-synthetic MIMIC-IV sepsis (test)
0.1RMSEIGC-NET
Evaluation Results
| Method | Links | |
|---|---|---|
| IGC-NETForecast horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.1 | |
| OBSNODEForecast horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.13 | |
| OBSNODEForecast horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.21 | |
| IGC-NETForecast horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.21 | |
| OBSNODEForecast horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.25 | |
| IGC-NETForecast horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.25 | |
| OBSNODEForecast horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.27 | |
| IGC-NETForecast horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.29 | |
| OBSNODEForecast horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.3 | |
| OBSNODEForecast horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.33 | |
| OPTABForecast horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.34 | |
| IGC-NETForecast horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.34 | |
| SCIP-NETForecast horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.34 | |
| OPTABForecast horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.35 | |
| IGC-NETForecast horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.38 | |
| OPTABForecast horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.41 | |
| OPTABForecast horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.42 | |
| OPTABForecast horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.44 | |
| OPTABForecast horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.45 | |
| SCIP-NETForecast horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.73 | |
| SCIP-NETForecast horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.32 | |
| SCIP-NETForecast horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.32 | |
| SCIP-NETForecast horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.32 | |
| SCIP-NETForecast horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.33 |