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ETT

Electricity Transformer Temperature

Time series

The Electricity Transformer Temperature (ETT) is a crucial indicator in the electric power long-term deployment. This dataset consists of 2 years data from two separated counties in China. To explore the granularity on the Long sequence time-series forecasting (LSTF) problem, different subsets are created, {ETTh1, ETTh2} for 1-hour-level and ETTm1 for 15-minutes-level. Each data point consists of the target value ”oil temperature” and 6 power load features. The train/val/test is 12/4/4 months.

Source: https://arxiv.org/pdf/2012.07436.pdf Image Source: https://github.com/zhouhaoyi/ETDataset

Related Benchmarks

ETTh1/Time Series Analysis/MAE ETTh1/Time Series Analysis/MSE ETTh1/Time Series Forecasting/MAE ETTh1/Time Series Forecasting/MSE ETTh1 (168) Multivariate/Time Series Analysis/MAE ETTh1 (168) Multivariate/Time Series Analysis/MSE ETTh1 (168) Multivariate/Time Series Forecasting/MAE ETTh1 (168) Multivariate/Time Series Forecasting/MSE ETTh1 (168) Univariate/Time Series Analysis/MAE ETTh1 (168) Univariate/Time Series Analysis/MSE ETTh1 (168) Univariate/Time Series Forecasting/MAE ETTh1 (168) Univariate/Time Series Forecasting/MSE ETTh1 (192)/Multivariate Time Series Forecasting/MSE ETTh1 (192)/Time Series Analysis/MSE ETTh1 (192)/Time Series Forecasting/MSE ETTh1 (192) Multivariate/Multivariate Time Series Forecasting/MAE ETTh1 (192) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (192) Multivariate/Time Series Analysis/MAE ETTh1 (192) Multivariate/Time Series Analysis/MSE ETTh1 (192) Multivariate/Time Series Forecasting/MAE ETTh1 (192) Multivariate/Time Series Forecasting/MSE ETTh1 (192) Univariate/Time Series Analysis/MAE ETTh1 (192) Univariate/Time Series Analysis/MSE ETTh1 (192) Univariate/Time Series Forecasting/MAE ETTh1 (192) Univariate/Time Series Forecasting/MSE ETTh1 (24)/Multivariate Time Series Forecasting/MSE ETTh1 (24)/Time Series Analysis/MSE ETTh1 (24)/Time Series Forecasting/MSE ETTh1 (24) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (24) Multivariate/Time Series Analysis/MAE ETTh1 (24) Multivariate/Time Series Analysis/MSE ETTh1 (24) Multivariate/Time Series Forecasting/MAE ETTh1 (24) Multivariate/Time Series Forecasting/MSE ETTh1 (24) Univariate/Time Series Analysis/MAE ETTh1 (24) Univariate/Time Series Analysis/MSE ETTh1 (24) Univariate/Time Series Forecasting/MAE ETTh1 (24) Univariate/Time Series Forecasting/MSE ETTh1 (336)/Multivariate Time Series Forecasting/MSE ETTh1 (336)/Time Series Analysis/MSE ETTh1 (336)/Time Series Forecasting/MSE ETTh1 (336) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (336) Multivariate/Time Series Analysis/MAE ETTh1 (336) Multivariate/Time Series Analysis/MSE ETTh1 (336) Multivariate/Time Series Forecasting/MAE ETTh1 (336) Multivariate/Time Series Forecasting/MSE ETTh1 (336) Univariate/Time Series Analysis/MAE ETTh1 (336) Univariate/Time Series Analysis/MSE ETTh1 (336) Univariate/Time Series Forecasting/MAE ETTh1 (336) Univariate/Time Series Forecasting/MSE ETTh1 (48)/Multivariate Time Series Forecasting/MSE ETTh1 (48)/Time Series Analysis/MSE ETTh1 (48)/Time Series Forecasting/MSE ETTh1 (48) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (48) Multivariate/Time Series Analysis/MAE ETTh1 (48) Multivariate/Time Series Analysis/MSE ETTh1 (48) Multivariate/Time Series Analysis/MSE ETTh1 (48) Multivariate/Time Series Forecasting/MAE ETTh1 (48) Multivariate/Time Series Forecasting/MSE ETTh1 (48) Multivariate/Time Series Forecasting/MSE ETTh1 (48) Univariate/Time Series Analysis/MAE ETTh1 (48) Univariate/Time Series Analysis/MSE ETTh1 (48) Univariate/Time Series Forecasting/MAE ETTh1 (48) Univariate/Time Series Forecasting/MSE ETTh1 (720) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (720) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (720) Multivariate/Time Series Analysis/MAE ETTh1 (720) Multivariate/Time Series Analysis/MSE ETTh1 (720) Multivariate/Time Series Analysis/MSE ETTh1 (720) Multivariate/Time Series Forecasting/MAE ETTh1 (720) Multivariate/Time Series Forecasting/MSE ETTh1 (720) Multivariate/Time Series Forecasting/MSE ETTh1 (720) Univariate/Time Series Analysis/MAE ETTh1 (720) Univariate/Time Series Analysis/MSE ETTh1 (720) Univariate/Time Series Forecasting/MAE ETTh1 (720) Univariate/Time Series Forecasting/MSE ETTh1 (96)/Multivariate Time Series Forecasting/MSE ETTh1 (96)/Time Series Analysis/MAE ETTh1 (96)/Time Series Analysis/MSE ETTh1 (96)/Time Series Forecasting/MAE ETTh1 (96)/Time Series Forecasting/MSE ETTh1 (96) Multivariate/Multivariate Time Series Forecasting/MAE ETTh1 (96) Multivariate/Multivariate Time Series Forecasting/MSE ETTh1 (96) Multivariate/Time Series Analysis/MAE ETTh1 (96) Multivariate/Time Series Analysis/MSE ETTh1 (96) Multivariate/Time Series Forecasting/MAE ETTh1 (96) Multivariate/Time Series Forecasting/MSE ETTh1 (96) Univariate/Time Series Analysis/MAE ETTh1 (96) Univariate/Time Series Analysis/MSE ETTh1 (96) Univariate/Time Series Forecasting/MAE ETTh1 (96) Univariate/Time Series Forecasting/MSE ETTh2 (168) Multivariate/Time Series Analysis/MAE ETTh2 (168) Multivariate/Time Series Analysis/MSE ETTh2 (168) Multivariate/Time Series Forecasting/MAE ETTh2 (168) Multivariate/Time Series Forecasting/MSE ETTh2 (168) Univariate/Time Series Analysis/MAE ETTh2 (168) Univariate/Time Series Analysis/MSE ETTh2 (168) Univariate/Time Series Forecasting/MAE ETTh2 (168) Univariate/Time Series Forecasting/MSE ETTh2 (192) Multivariate/Time Series Analysis/MAE ETTh2 (192) Multivariate/Time Series Analysis/MSE ETTh2 (192) Multivariate/Time Series Forecasting/MAE ETTh2 (192) Multivariate/Time Series Forecasting/MSE ETTh2 (192) Univariate/Time Series Analysis/MAE ETTh2 (192) Univariate/Time Series Analysis/MSE ETTh2 (192) Univariate/Time Series Forecasting/MAE ETTh2 (192) Univariate/Time Series Forecasting/MSE ETTh2 (24) Multivariate/Time Series Analysis/MAE ETTh2 (24) Multivariate/Time Series Analysis/MSE ETTh2 (24) Multivariate/Time Series Forecasting/MAE ETTh2 (24) Multivariate/Time Series Forecasting/MSE ETTh2 (24) Univariate/Time Series Analysis/MAE ETTh2 (24) Univariate/Time Series Analysis/MSE ETTh2 (24) Univariate/Time Series Forecasting/MAE ETTh2 (24) Univariate/Time Series Forecasting/MSE ETTh2 (336) Multivariate/Time Series Analysis/MAE ETTh2 (336) Multivariate/Time Series Analysis/MSE ETTh2 (336) Multivariate/Time Series Forecasting/MAE ETTh2 (336) Multivariate/Time Series Forecasting/MSE ETTh2 (336) Univariate/Time Series Analysis/MAE ETTh2 (336) Univariate/Time Series Analysis/MSE ETTh2 (336) Univariate/Time Series Forecasting/MAE ETTh2 (336) Univariate/Time Series Forecasting/MSE ETTh2 (48) Multivariate/Time Series Analysis/MAE ETTh2 (48) Multivariate/Time Series Analysis/MSE ETTh2 (48) Multivariate/Time Series Forecasting/MAE ETTh2 (48) Multivariate/Time Series Forecasting/MSE ETTh2 (48) Univariate/Time Series Analysis/MAE ETTh2 (48) Univariate/Time Series Analysis/MSE ETTh2 (48) Univariate/Time Series Forecasting/MAE ETTh2 (48) Univariate/Time Series Forecasting/MSE ETTh2 (720) Multivariate/Multivariate Time Series Forecasting/MSE ETTh2 (720) Multivariate/Time Series Analysis/MAE ETTh2 (720) Multivariate/Time Series Analysis/MSE ETTh2 (720) Multivariate/Time Series Forecasting/MAE ETTh2 (720) Multivariate/Time Series Forecasting/MSE ETTh2 (720) Univariate/Time Series Analysis/MAE ETTh2 (720) Univariate/Time Series Analysis/MSE ETTh2 (720) Univariate/Time Series Forecasting/MAE ETTh2 (720) Univariate/Time Series Forecasting/MSE ETTh2 (96) Multivariate/Time Series Analysis/MAE ETTh2 (96) Multivariate/Time Series Analysis/MSE ETTh2 (96) Multivariate/Time Series Forecasting/MAE ETTh2 (96) Multivariate/Time Series Forecasting/MSE ETTh2 (96) Univariate/Time Series Analysis/MAE ETTh2 (96) Univariate/Time Series Analysis/MSE ETTh2 (96) Univariate/Time Series Forecasting/MAE ETTh2 (96) Univariate/Time Series Forecasting/MSE ETTm1 (192) Multivariate/Time Series Analysis/Accuracy ETTm1 (192) Multivariate/Time Series Analysis/MAE ETTm1 (192) Multivariate/Time Series Analysis/MSE ETTm1 (192) Multivariate/Time Series Forecasting/Accuracy ETTm1 (192) Multivariate/Time Series Forecasting/MAE ETTm1 (192) Multivariate/Time Series Forecasting/MSE ETTm1 (336) Multivariate/Time Series Analysis/MAE ETTm1 (336) Multivariate/Time Series Analysis/MSE ETTm1 (336) Multivariate/Time Series Forecasting/MAE ETTm1 (336) Multivariate/Time Series Forecasting/MSE ETTm1 (720) Multivariate/Time Series Analysis/MAE ETTm1 (720) Multivariate/Time Series Analysis/MSE ETTm1 (720) Multivariate/Time Series Forecasting/MAE ETTm1 (720) Multivariate/Time Series Forecasting/MSE ETTm1 (96) Multivariate/Time Series Analysis/MAE ETTm1 (96) Multivariate/Time Series Analysis/MSE ETTm1 (96) Multivariate/Time Series Forecasting/MAE ETTm1 (96) Multivariate/Time Series Forecasting/MSE ETTm2 (192) Multivariate/Time Series Analysis/MAE ETTm2 (192) Multivariate/Time Series Analysis/MSE ETTm2 (192) Multivariate/Time Series Analysis/MSE ETTm2 (192) Multivariate/Time Series Forecasting/MAE ETTm2 (192) Multivariate/Time Series Forecasting/MSE ETTm2 (192) Multivariate/Time Series Forecasting/MSE ETTm2 (336) Multivariate/Time Series Analysis/MAE ETTm2 (336) Multivariate/Time Series Analysis/MSE ETTm2 (336) Multivariate/Time Series Forecasting/MAE ETTm2 (336) Multivariate/Time Series Forecasting/MSE ETTm2 (720) Multivariate/Time Series Analysis/MAE ETTm2 (720) Multivariate/Time Series Analysis/MSE ETTm2 (720) Multivariate/Time Series Forecasting/MAE ETTm2 (720) Multivariate/Time Series Forecasting/MSE ETTm2 (96) Multivariate/Time Series Analysis/MAE ETTm2 (96) Multivariate/Time Series Analysis/MSE ETTm2 (96) Multivariate/Time Series Forecasting/MAE ETTm2 (96) Multivariate/Time Series Forecasting/MSE

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Papers: 321
Benchmarks: 0

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GLinear Multivariate Time Series Forecasting Multivariate Time Series Forecastingm Time Series Time Series Forecasting Univariate Time Series Forecasting