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Datasets/ETTh1 (192)

ETTh1 (192)

Electricity Transformer Temperature

Introduced 2020-12-14

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

Benchmarks

Multivariate Time Series Forecasting/MSE Time Series Analysis/MSE Time Series Forecasting/MSE

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/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

Statistics

Papers: 8
Benchmarks: 3

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Tasks

GLinear Multivariate Time Series Forecasting Time Series Analysis Time Series Forecasting