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Time Series Forecasting On Electricity 720

Metrics

MSE

Results

Performance results of various models on this benchmark

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?	-

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Time Series Forecasting On Electricity 720 | SOTA | HyperAI