ResearchTasksProcess Parameter PredictionProcess Parameter PredictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedIndPenSim Process faultInformer + ROAM1.821MAE14Jul 9, 2026IndPenSim Control-regimeXGBoost + ROAM1.05MAE14Jul 9, 2026IndPenSim Operator controlXGBoost + ROAM0.847MAE14Jul 9, 2026IndPenSim Same-familyLSTM + ROAM0.804MAE14Jul 9, 2026