ResearchTasksState-of-Health (SOH) EstimationState-of-Health (SOH) EstimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedHUST battery-levelAuto-LSTM0.102MAPE (%)5Jun 16, 2026TJU (battery-level splits)Auto-CNN0.815MAPE5Jun 16, 2026XJTU battery-level splitsAuto-LSTM0.334MAPE5Jun 16, 2026MIT battery-levelAuto-LSTM7.1MAPE5Jun 16, 2026