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univariate-time-series-forecasting-on
Time Series Forecasting
Univariate Time Series Forecasting
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ModelName
ReleaseDate
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Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
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0.0745
MTGNN (3 step)
2020-05-24
Temporal Pattern Attention for Multivariate Time Series Forecasting
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0.0823
TPA-LSTM (3 step)
2018-09-12
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
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0.0864
LST-Skip (3 step)
2017-03-21
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
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0.0878
MTGNN (6 step)
2020-05-24
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
✓ Link
0.0916
MTGNN (12 step)
2020-05-24
Temporal Pattern Attention for Multivariate Time Series Forecasting
✓ Link
0.0916
TPA-LSTM (6 step)
2018-09-12
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
✓ Link
0.0931
LST-Skip (6 step)
2017-03-21
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
✓ Link
0.0953
MTGNN (24 step)
2020-05-24
Temporal Pattern Attention for Multivariate Time Series Forecasting
✓ Link
0.0964
TPA-LSTM (12 step)
2018-09-12
Temporal Pattern Attention for Multivariate Time Series Forecasting
✓ Link
0.1006
TPA-LSTM (24 step)
2018-09-12
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
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0.1007
LST-Skip (24 step)
2017-03-21
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
✓ Link
0.1007
LST-Skip (12 step)
2017-03-21