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Papers Benchmarks Datasets Tasks

ETTm1 dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

ETTm1

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Causal Discovery

ETTm1 (Real)

77AUCadj

2

Long-term Time Series Forecasting

ETTm1 conventional (test)

0.369CMSE

2

Long-term Multivariate Forecasting

ETTm1 Avg. (test)

0.333MSE

2

Time Series Forecasting

ETTm1 Standard (test)

0.285MSE

2

Multivariate long-term forecasting

ETTm1 L=512 (test)

0.4MSE

1

Time Series Forecasting

ETTm1

—Primary metric

0

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Popular tasks

Time Series Forecasting Multivariate Time-series Forecasting Long-term forecasting Multivariate long-term forecasting Long-term time-series forecasting

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