ResearchTasksUni-variate long-term time series forecastingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedETTm2 uni-variate (average)ATFNet0.203MSE11Feb 26, 2026ETTm1 uni-variate (average)ATFNet0.088MSE11Feb 26, 2026ETTh2 uni-variate (average)ATFNet0.293MSE11Feb 26, 2026ETTh1 uni-variate (average)FreTS0.114MSE11Feb 26, 2026