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Univariate long-term forecasting research benchmarks · SOTA2 Research

Univariate long-term forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ETTh2 Univariate (test)

0.115MSE

71

Feb 26, 2026

ETTh1 Univariate (test)

0.052MSE

71

Feb 26, 2026

ETTm1 Univariate (test)

0.026MSE

39

Feb 26, 2026

0.444MSE

28

Feb 26, 2026

0.063MSE

28

Feb 26, 2026

0.154MSE

28

Feb 26, 2026

0.001MSE

28

Feb 26, 2026

0.11MSE

28

Feb 26, 2026

Popular datasets

ETTh1 ETTh2 ETTm1 ETTm2 Traffic

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