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 21 · SOTA2 Research

Time Series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sink 5-node graphs

3.95MSE

13

Feb 26, 2026

S&P 500 monthly log-returns (h=6)

4.26CRPS Skill Score

12

Jun 30, 2026

S&P 500 monthly log-returns (h=3)

16.7CRPS Skill Score

12

Jun 30, 2026

LEU (Electricity Usage) (test)

0.156RMSE

12

Jun 26, 2026

PTF Traffic Flow (test)

0.161RMSE

12

Jun 26, 2026

MWNE-Qwen2.5-1.5b-instruct

0.295RMSE

12

Jun 26, 2026

Bitcoin (BIT) (test)

MWNE-Qwen2.5-1.5b-instruct

0.798RMSE

12

Jun 26, 2026

Australia (AUL) (test)

MWNE-Qwen2.5-1.5b-instruct

0.339RMSE

12

Jun 26, 2026

Wabash River Basin Horizon 7

9.122MAE

12

Jun 25, 2026

Wabash River Basin Horizon 4

6.624MAE

12

Jun 25, 2026

Wabash River Basin Horizon 1

2.945MAE

12

Jun 25, 2026

Fund2 (horizon 5)

75.56WMA

12

Jun 19, 2026

Fund1 horizon 5

83.07WMA

12

Jun 19, 2026

Electricity (ECL)

SpikF-GO w/ CPG

94.2R2

12

Jun 15, 2026

0.742R2

12

Jun 15, 2026

0.967R2

12

Jun 15, 2026

0.708R2

12

Jun 15, 2026

Exchange rate data 16 currencies (test)

0.98RMSE (H=1)

12

Jun 12, 2026

5.08RRMSE

12

Jun 11, 2026

9.94RRMSE

12

Jun 11, 2026

4.87RRMSE

12

Jun 11, 2026

10.24RRMSE

12

Jun 11, 2026

14.18RRMSE

12

Jun 11, 2026

Electricity daily

7.56RRMSE

12

Jun 11, 2026

WTK 127-site (held-out)

1.534MAE

12

Jun 9, 2026

Page 21 of 56

Popular datasets

ETT Traffic Weather Electricity solar

Follow for updates

Join SOTA2 Contact