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Multivariate Time-series Forecasting research benchmarks – Page 13 · SOTA2 Research

Multivariate Time-series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

National Illness

1.288MSE

2

Jun 11, 2026

1.02MSE

2

May 7, 2026

1.374MSE

2

May 7, 2026

ILI Multivariate (test)

1.587MSE

2

Feb 26, 2026

Cluster-A Multivariate (test)

0.1MSE

1

Feb 26, 2026

uber_hourly (test)

—

—Energy Score (ES)

0

Feb 26, 2026

—

—Energy Score (ES)

0

Feb 26, 2026

m1 quarterly (test)

—

—Energy Score

0

Feb 26, 2026

m4 hourly (test)

—

—Energy Score (ES)

0

Feb 26, 2026

Page 13 of 13

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