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Papers Benchmarks Datasets Tasks

Multivariate Forecasting research benchmarks · SOTA2 Research

Multivariate Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.254MSE

909

Jun 11, 2026

0.177MSE

359

May 12, 2026

0.125MSE

149

Jul 8, 2026

0.088MSE

126

Jul 8, 2026

0.071MSE

116

May 12, 2026

MIT Supercloud (test)

0.142MAE

68

May 7, 2026

0.087MSE

45

Jun 11, 2026

0.08MSE

43

Feb 26, 2026

0.084MSE

43

Feb 26, 2026

1.48MSE

42

May 12, 2026

0.08MSE

41

Feb 26, 2026

0.068MSE

32

Feb 26, 2026

exercise #4 (test)

0.309RMSE

18

Feb 26, 2026

chicken-dance #3 (test)

0.353RMSE

18

Feb 26, 2026

web-search #2 (test)

0.573RMSE

18

Feb 26, 2026

#0 synthetic (test)

0.722RMSE

18

Feb 26, 2026

0.255MSE

16

Feb 26, 2026

ELECTRICITY (first three users)

0.147MSE

11

Feb 26, 2026

PEMS08 prediction length 96 (test)

0.221MSE

11

Feb 26, 2026

PEMS08 prediction length 48 (test)

0.186MSE

11

Feb 26, 2026

PEMS08 prediction length 24 (test)

0.115MSE

11

Feb 26, 2026

PEMS08 prediction length 12 (test)

0.079MSE

11

Feb 26, 2026

PEMS07 prediction length 96 (test)

0.139MSE

11

Feb 26, 2026

PEMS07 prediction length 48 (test)

0.11MSE

11

Feb 26, 2026

PEMS07 prediction length 24 (test)

0.088MSE

11

Feb 26, 2026

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