Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

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

Multivariate long-term forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ETTm1 T=336 (test)

0.36MSE

15

Feb 26, 2026

ETTm1 T=192 (test)

0.327MSE

15

Feb 26, 2026

ETTh1 T=336 (test)

0.436MSE

15

Feb 26, 2026

Electricity T=720 (test)

0.186MSE

15

Feb 26, 2026

Electricity T=336 (test)

0.158MSE

15

Feb 26, 2026

Electricity T=192 (test)

0.142MSE

15

Feb 26, 2026

Weather T=192 (test)

0.191MSE

15

Feb 26, 2026

0.273MSE

14

Feb 26, 2026

0.344MSE

12

Mar 31, 2026

Electricity (Avg)

0.157MSE

11

Feb 26, 2026

0.42MSE

11

Feb 26, 2026

Weather L=512 (test)

0.144MSE

10

Feb 26, 2026

Weather standard (test)

0.241MSE

10

Feb 26, 2026

ECL (Electricity Consuming Load) (test)

0.167MSE

9

Feb 26, 2026

Weather Multivariate (test)

0.151MSE

9

Feb 26, 2026

Solar T=720 (test)

0.203MSE

8

Feb 26, 2026

Solar T=336 (test)

0.193MSE

8

Feb 26, 2026

Solar T=192 (test)

0.184MSE

8

Feb 26, 2026

Solar T=96 (test)

0.169MSE

8

Feb 26, 2026

Illness T=60 (test)

1.555MSE

8

Feb 26, 2026

Illness T=48 (test)

1.699MSE

8

Feb 26, 2026

Illness T=36 (test)

1.707MSE

8

Feb 26, 2026

Illness T=24 (test)

1.42MSE

8

Feb 26, 2026

Traffic T=720 (test)

0.403MSE

8

Feb 26, 2026

Traffic T=336 (test)

0.378MSE

8

Feb 26, 2026

Page 2 of 3

Popular datasets

Weather Traffic ETTh1 ETTm1 Electricity

Follow for updates

Join SOTA2 Contact