OpenCodePapers

time-series-forecasting-on-weather-336

Time Series Forecasting
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PaperCodeMSEMAEAccuracyModelNameReleaseDate
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition✓ Link0.2180.260xPatch2024-12-23
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting✓ Link0.234DiPE-Linear2024-11-26
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting✓ Link0.2370.269SegRNN2023-08-22
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.238MoLE-DLinear2023-12-11
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping✓ Link0.2410.275RLinear-CI2023-05-18
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting✓ Link0.241PRformer2024-08-20
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting✓ Link0.2430.279TSMixer2023-06-14
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.245PatchTST/642022-11-27
Are Transformers Effective for Time Series Forecasting?✓ Link0.265DLinear2022-05-26
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping✓ Link0.2650.294RLinear2023-05-18
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting✓ Link0.2790.298TEFN2024-05-10
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