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Multivariate long-term time series forecasting research benchmarks – Page 2 · SOTA2 Research

Multivariate long-term time series forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ETTh2 O=192 (test)

0.367MSE

7

Feb 26, 2026

ETTh2 O=96 (test)

0.291MSE

7

Feb 26, 2026

ETTm2 O=720 (test)

0.397MSE

7

Feb 26, 2026

ETTm2 O=336 (test)

0.299MSE

7

Feb 26, 2026

ETTm2 O=192 (test)

0.241MSE

7

Feb 26, 2026

ETTm2 O=96 (test)

0.176MSE

7

Feb 26, 2026

0.146MSE

6

Jul 2, 2026

Electricity (test)

0.129MSE (96)

6

Feb 26, 2026

0.18MSE

1

Mar 31, 2026

Page 2 of 2

Popular datasets

Electricity Traffic ETT Weather ETTh2

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