ResearchTasksUni-variate long-term time series forecastingUni-variate long-term time series forecastingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA 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