Time Series Forecasting on Electricity (96)

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	xPatch	0.217	No	xPatch: Dual-Stream Time Series Forecasting with...	2024-12-23	Code
2	CycleNet	0.221	No	CycleNet: Enhancing Time Series Forecasting thro...	2024-09-27	Code
3	GLinear	0.2258	No	-	-	-
4	TEFN	0.273	No	Time Evidence Fusion Network: Multi-source View ...	2024-05-10	Code

#1xPatchSOTA
0.217
MAE· 2024-12-23
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Code
#2CycleNetSOTA
0.221
MAE· 2024-09-27
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns Code
#3GLinear
0.2258
MAE
No paper
#4TEFNSOTA
0.273
MAE· 2024-05-10
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting Code