ResearchTasksState of Charge (SOC) estimationState of Charge (SOC) estimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedUS06 Cycle 0°CFDIFF-PINN-MLP0.079MAE6Feb 26, 2026US06 Cycle -10°CLSTM0.112MAE6Feb 26, 2026US06 Cycle -20°CFDIFF-PINN-RNN15.4MAE6Feb 26, 2026