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 12 · SOTA2 Research

Research Datasets

ETT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Probabilistic Forecasting

ETTh2

-47Relative NLPD Change (%)

3

Lag error analysis

ETTh1

119.98TailAUC

3

Long-term Time Series Forecasting

ETTm2

0.393Params (MB)

3

Online Transformer Load Management

ETT

162.5Violation

3

Time series forecasting

ETTm1

12.7MSE

3

Multivariate Time Series Forecasting

ETTH2 FL=720

0.395MSE

3

Multivariate Time Series Forecasting

ETTH2 FL=336

0.357MSE

3

Time-series forecasting

ETTM2

5TQS Wins Count

2

Time-series forecasting

ETTH2

4TQS Wins

2

Time-series forecasting

ETTH1

5TQS Wins

2

Time-series forecasting

ETTh1

0.589MSE

2

Transfer Gain Prediction and Sign Classification

ETTm1

0.64Correlation

2

Time Series Forecasting

ETT2 D-30

0.091MASE

2

Time Series Forecasting

ett2 15T 480

0.098MASE

2

Time Series Forecasting

ett2 15T-48

0.065MASE

2

Time Series Forecasting

ett1 W-8

0.281MASE

2

Time Series Forecasting

ett1-H-720

0.29MASE

2

Multivariate long-term forecasting

ETTm2 L=512 (test)

0.359MSE

2

Short-term load forecasting

ETT China

30MSE Relative Change

1

Time Series Forecasting

ett2 W-8

0.071MASE

1

Time Series Forecasting

ett2 H 720

0.117MASE

1

Time Series Forecasting

ett2 H-48

0.063MASE

1

Time Series Forecasting

ett2 15T-720

0.121MASE

1

MTL Gain Prediction

ETTm1

—Primary metric

0

Time Series Imputation

ETT (test)

—CRPS

0

Page 12 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