paper-with-me

ETT

Electricity Transformer Temperature

홈페이지 · 논문 321편

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

Time series EnglishChinese

벤치마크

Time Series Forecasting on ETTh1 (336) Multivariate 결과 144개

Time Series Forecasting on ETTh1 (720) Multivariate 결과 44개

Time Series Forecasting on ETTh1 (192) Multivariate 결과 34개

Time Series Forecasting on ETTh1 (96) Multivariate 결과 30개

Time Series Forecasting on ETTm1 (192) Multivariate 결과 18개

Time Series Forecasting on ETTm2 (192) Multivariate 결과 18개

Time Series Forecasting on ETTm2 (96) Multivariate 결과 18개

Time Series Forecasting on ETTm1 (336) Multivariate 결과 16개

Time Series Forecasting on ETTm1 (720) Multivariate 결과 16개

Time Series Forecasting on ETTm2 (336) Multivariate 결과 16개

Time Series Forecasting on ETTm2 (720) Multivariate 결과 16개

Multivariate Time Series Forecasting on ETTh1 (192) Multivariate 결과 9개

Multivariate Time Series Forecasting on ETTh1 (96) Multivariate 결과 9개

Multivariate Time Series Forecasting on ETTh1 (336) Multivariate 결과 6개

Time Series Forecasting on ETTh1 (96) 결과 4개

GLinear on ETTh1 (192) 결과 3개

GLinear on ETTh1 (24) 결과 3개

GLinear on ETTh1 (336) 결과 3개

GLinear on ETTh1 (48) 결과 3개

GLinear on ETTh1 (720) Multivariate 결과 3개

GLinear on ETTh1 (96) 결과 3개

Multivariate Time Series Forecasting on ETTh1 (720) Multivariate 결과 3개

Time Series Forecasting on ETTh1 (48) 결과 2개