OpenCodePapers

time-series-forecasting-on-etth1-192-2

Time Series AnalysisTime Series Forecasting
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PaperCodeMSEMAEModelNameReleaseDate
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting✓ Link0.0660.198PatchMixer2023-10-01
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting✓ Link0.0680.208SegRNN2023-08-22
Are Transformers Effective for Time Series Forecasting?✓ Link0.0710.204DLinear2022-05-26
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting✓ Link0.0720.207FiLM2022-05-18
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.0740.215PatchTST/642022-11-27