Time Series Forecasting On Electricity 336

Métriques

MAE

MSE

Résultats

Résultats de performance de divers modèles sur ce benchmark

			Paper Title
TEFN	0.292	0.212	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
DLinear	-	0.169	Are Transformers Effective for Time Series Forecasting?
GLinear	0.2582	0.1651	-
PatchTST/64	-	0.163	A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
MoLE-DLinear	-	0.162	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
DiPE-Linear	-	0.162	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
PRformer	-	0.161	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
TSMixer	-	0.158	TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
xPatch	0.249	0.156	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

0 of 9 row(s) selected.