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Time Series Forecasting On Weather 336

Metrics

MSE

Results

Performance results of various models on this benchmark

Model Name	MSE	Paper Title	Repository
DiPE-Linear	0.234	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting	-
TSMixer	0.243	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting	-
DLinear	0.265	Are Transformers Effective for Time Series Forecasting?	-
MoLE-DLinear	0.238	Mixture-of-Linear-Experts for Long-term Time Series Forecasting	-
PatchTST/64	0.245	A Time Series is Worth 64 Words: Long-term Forecasting with Transformers	-
RLinear-CI	0.241	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping	-
PRformer	0.241	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting	-
xPatch	0.218	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition	-
RLinear	0.265	Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping	-
SegRNN	0.237	SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting	-
TEFN	0.279	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting	-

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Time Series Forecasting On Weather 336 | SOTA | HyperAI