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

Time Series Forecasting research benchmarks – Page 22 · SOTA2 Research

Time Series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

chickenpox (global)

0.951RMSLE

12

Jun 1, 2026

COVID-19 (global)

0.929RMSLE

12

Jun 1, 2026

0.338MSE

12

May 26, 2026

Exchange dataset

0.007MAEC

12

May 22, 2026

14.25Mean Absolute Error (MAE)

12

May 19, 2026

19.6MAE

12

May 19, 2026

19.21MAE

12

May 19, 2026

fev-bench 100 tasks

86.9Win Rate

12

May 15, 2026

0.197MSE

12

May 7, 2026

iTransformer + CM

0.363Mean Squared Error (MSE)

12

May 7, 2026

Minusformer L=336 + CM

0.086MSE

12

May 7, 2026

ETT h2 → m1, horizon 720 (test)

TimesNet + xCPD

1.712MSE

12

Mar 17, 2026

ETT h2 → m1, horizon 96 (test)

PatchTST + xCPD

0.794MSE

12

Mar 17, 2026

ETT h2 → m2, horizon 720 (test)

1.274MSE

12

Mar 17, 2026

ETT h2 → m2, horizon 96 (test)

0.708MSE

12

Mar 17, 2026

ETT h2 → h1, horizon 720 (test)

0.492MSE

12

Mar 17, 2026

ETT h2 → h1, horizon 96 (test)

0.423MSE

12

Mar 17, 2026

ETT h1 → m2, horizon 720 (test)

1.68MSE

12

Mar 17, 2026

ETT h1 → m2, horizon 96 (test)

0.89MSE

12

Mar 17, 2026

ETT h1 → m1, horizon 720 (test)

PatchTST + xCPD

1.128MSE

12

Mar 17, 2026

ETT h1 → m1, horizon 96 (test)

PatchTST + xCPD

0.678MSE

12

Mar 17, 2026

ETT h1 → h2, horizon 720 (test)

0.366MSE

12

Mar 17, 2026

ETT h1 → h2, horizon 96 (test)

0.28MSE

12

Mar 17, 2026

Environment General

0.418MAE

12

Mar 16, 2026

Electricity General

0.103MAE

12

Mar 16, 2026

Page 22 of 56

Popular datasets

ETT Traffic Weather Electricity solar

Follow for updates

Join SOTA2 Contact