OpenCodePapers

time-series-forecasting-on-etth2-336-2

Time Series AnalysisTime Series Forecasting
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PaperCodeMSEMAEModelNameReleaseDate
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting✓ Link0.1660.332PatchMixer2023-10-01
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction✓ Link0.1660.329SCINet2021-06-17
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting✓ Link0.1660.323Informer2020-12-14
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.1710.336PatchTST/642022-11-27
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting✓ Link0.180.345SegRNN2023-08-22
Are Transformers Effective for Time Series Forecasting?✓ Link0.1940.355NLinear2022-05-26
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting✓ Link0.2040.367FiLM2022-05-18
Long-term series forecasting with Query Selector -- efficient model of sparse attention✓ Link0.20880.371QuerySelector2021-07-19
Are Transformers Effective for Time Series Forecasting?✓ Link0.2090.367DLinear2022-05-26
Long-term series forecasting with Query Selector -- efficient model of sparse attention✓ Link0.21910.3805Transformer2021-07-19
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