OpenCodePapers

time-series-forecasting-on-electricity-720

Time Series AnalysisTime Series Forecasting
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PaperCodeMSEMAEModelNameReleaseDate
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.178MoLE-RMLP2023-12-11
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.18MoLE-DLinear2023-12-11
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting✓ Link0.185PRformer2024-08-20
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition✓ Link0.1900.281xPatch2024-12-23
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.197PatchTST/642022-11-27
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting✓ Link0.198DiPE-Linear2024-11-26
Are Transformers Effective for Time Series Forecasting?✓ Link0.203DLinear2022-05-26
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting✓ Link0.2530.325TEFN2024-05-10
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