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Time Series Forecasting
Time Series Forecasting On Electricity 720
Time Series Forecasting On Electricity 720
Metrics
MSE
Results
Performance results of various models on this benchmark
Columns
Model Name
MSE
Paper Title
Repository
MoLE-RMLP
0.178
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PatchTST/64
0.197
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
PRformer
0.185
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
MoLE-DLinear
0.18
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
xPatch
0.190
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
TEFN
0.253
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
-
DiPE-Linear
0.198
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
DLinear
0.203
Are Transformers Effective for Time Series Forecasting?
0 of 8 row(s) selected.
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