ResearchTasksTime-series restorationTime-series restorationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedExtended benchmark matrix (Battery degradation curves)Trimmed Mean0.081RMSE8May 26, 2026Appliances EnergyCascade-KDE0.045RMSE2May 26, 2026PowerConsCascade-KDE0.114RMSE2May 26, 2026ECG5000S-G0.075RMSE2May 26, 2026NASA BatteryCascade-KDE0.036RMSE2May 26, 2026