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Papers Benchmarks Datasets Tasks

Time Series Forecasting research benchmarks – Page 32 · SOTA2 Research

Time Series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

13.53Yearly sMAPE

10

Apr 1, 2026

0.358MSE

10

Mar 24, 2026

3.77MSE

10

Mar 24, 2026

0.152NRMSE Sum

10

Mar 13, 2026

0.261NRMSE (sum)

10

Mar 13, 2026

0.065NRMSE Sum

10

Mar 13, 2026

2.78NRMSE Sum

10

Mar 13, 2026

0.313NRMSE Sum

10

Mar 13, 2026

Rapel horizon 30

0.278MSE

10

Mar 10, 2026

Rapel (horizon 10)

0.191MSE

10

Mar 10, 2026

Colbun horizon 30

0.168MSE

10

Mar 10, 2026

Colbun horizon 10

0.064MSE

10

Mar 10, 2026

Sdwpfh2 horizon 360

0.962MSE

10

Mar 10, 2026

Sdwpfh2 (horizon 24)

0.769MSE

10

Mar 10, 2026

Sdwpfh1 horizon 360

0.831MSE

10

Mar 10, 2026

Sdwpfh1 horizon 24

0.651MSE

10

Mar 10, 2026

Sdwpfm2 horizon 360

0.965MSE

10

Mar 10, 2026

Sdwpfm2 horizon 24

0.612MSE

10

Mar 10, 2026

Sdwpfm1 horizon 360

0.845MSE

10

Mar 10, 2026

Sdwpfm1 horizon 24

0.536MSE

10

Mar 10, 2026

Energy horizon 360

0.186MSE

10

Mar 10, 2026

Energy horizon 24

0.102MSE

10

Mar 10, 2026

0.792MSE

10

Mar 10, 2026

0.415MSE

10

Mar 10, 2026

0.519MSE

10

Mar 10, 2026

Page 32 of 56

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