ResearchTasksLong-term multivariate time series forecastingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedECL (test)FAiT0.164MSE13Jun 2, 2026ETTh1 Average (test)SEG-MOE0.381MSE3Feb 26, 2026Electricity (test)PatchTST0.129MSE (H=96)3Feb 26, 2026