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SotA/Time Series/Time Series Forecasting/Electricity

Time Series Forecasting on Electricity

Metric: RRSE (higher is better)

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#Model↕RRSE▼Extra DataPaperDate↕Code
1LST-Skip (24 step)0.1007NoModeling Long- and Short-Term Temporal Patterns ...2017-03-21Code
2LST-Skip (12 step)0.1007NoModeling Long- and Short-Term Temporal Patterns ...2017-03-21Code
3TPA-LSTM (24 step)0.1006NoTemporal Pattern Attention for Multivariate Time...2018-09-12Code
4TPA-LSTM (12 step)0.0964NoTemporal Pattern Attention for Multivariate Time...2018-09-12Code
5MTGNN (24 step)0.0953NoConnecting the Dots: Multivariate Time Series Fo...2020-05-24Code
6LST-Skip (6 step)0.0931NoModeling Long- and Short-Term Temporal Patterns ...2017-03-21Code
7MTGNN (12 step)0.0916NoConnecting the Dots: Multivariate Time Series Fo...2020-05-24Code
8TPA-LSTM (6 step)0.0916NoTemporal Pattern Attention for Multivariate Time...2018-09-12Code
9MTGNN (6 step)0.0878NoConnecting the Dots: Multivariate Time Series Fo...2020-05-24Code
10LST-Skip (3 step)0.0864NoModeling Long- and Short-Term Temporal Patterns ...2017-03-21Code
11TPA-LSTM (3 step)0.0823NoTemporal Pattern Attention for Multivariate Time...2018-09-12Code
12MTGNN (3 step)0.0745NoConnecting the Dots: Multivariate Time Series Fo...2020-05-24Code