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Papers Benchmarks Datasets Tasks

Time-series Point Forecasting research benchmarks · SOTA2 Research

Time-series Point Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Exchange TSLib (test)

0.372MSE

10

Apr 10, 2026

Weather TSLib (test)

0.214MSE

10

Apr 10, 2026

Traffic TSLib (test)

0.355MSE

10

Apr 10, 2026

Electricity TSLib (test)

0.143MSE

10

Apr 10, 2026

ETTm2 TSLib (test)

0.255MSE

10

Apr 10, 2026

ETTm1 TSLib (test)

0.316MSE

10

Apr 10, 2026

ETTh1 TSLib (test)

0.372MSE

10

Apr 10, 2026

7Runtime (s)

7

Mar 4, 2026

9Runtime (s)

7

Mar 4, 2026

18Runtime (s)

7

Mar 4, 2026

Popular datasets

Beijing Weather ETTh1 ETTm1 Traffic

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