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

ETT dataset and benchmarks – Page 11 · SOTA2 Research

Research Datasets

ETT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time Series Forecasting with Exogenous Variables

ETT m2

0.117MSE

5

ETTh1

121MAPE

5

Time Series Forecasting

ETT1

0.176MSE

5

Probabilistic Forecasting

ETTh1

0.276CRPS

5

Univariate forecasting

ETTh1 (test)

17.14Shape DTW

5

Probabilistic forecasting

ETT2 15-minute horizon 720

0.101WQL

5

Long-term forecasting

ETTm1

0.381MSE

5

Multivariate Time-series Forecasting

ETT Zero-shot Transfer

0.357MSE (h1->h2)

4

ETTm1 (test)

0.037MSE

4

ETTm1 (test)

0.026MSE

4

Time-series Imputation

ETT (Out-of-Sample)

9.076Wasserstein Distance (WD)

4

Time-series Imputation

ETT (In-Sample)

3.245Wasserstein Distance (WD)

4

Time Series Forecasting with Exogenous Variables

ETTm1

0.052MSE

4

Event Prediction

ETT m1

87h-AUROC

4

Time-series forecasting

ETTm2

0.193MSE

4

Long-term forecasting

ETTm1

0.356MSE

4

Time Series Imputation

ETTh2 v1 (test)

0.036MSE

4

Time Series Forecasting

ETTh2 Overall (test)

1.876NLL

4

Time Series Forecasting

ETTm2 192 (test)

1.872NLL

4

Time Series Forecasting

ETTm1 Overall (test)

1.614NLL

4

Multivariate Ultra-Long-Term Time Series Forecasting

ETTm2

0.346MSE (Horizon 960)

4

Multivariate Ultra-Long-Term Time Series Forecasting

ETTm1

0.411MSE (H=960)

4

Time Series Forecasting

ETTm1

0.449MSE

3

Probabilistic Forecasting

ETTm2

-183.2Delta NLPD (%)

3

Probabilistic Forecasting

ETTm1

-29.4Delta NLPD (%)

3

Page 11 of 13

Popular tasks

Time Series Forecasting Multivariate Time-series Forecasting Time Series Imputation Probabilistic Forecasting Probabilistic time series forecasting

Follow for updates

Join SOTA2 Contact