Time Series Forecasting on Electricity (720)

Metric: MSE (lower is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	MoLE-RMLP	0.178	No	Mixture-of-Linear-Experts for Long-term Time Ser...	2023-12-11	Code
2	MoLE-DLinear	0.18	No	Mixture-of-Linear-Experts for Long-term Time Ser...	2023-12-11	Code
3	PRformer	0.185	No	PRformer: Pyramidal Recurrent Transformer for Mu...	2024-08-20	Code
4	xPatch	0.19	No	xPatch: Dual-Stream Time Series Forecasting with...	2024-12-23	Code
5	PatchTST/64	0.197	No	A Time Series is Worth 64 Words: Long-term Forec...	2022-11-27	Code
6	DiPE-Linear	0.198	No	Disentangled Interpretable Representation for Ef...	2024-11-26	Code
7	DLinear	0.203	No	Are Transformers Effective for Time Series Forec...	2022-05-26	Code
8	TEFN	0.253	No	Time Evidence Fusion Network: Multi-source View ...	2024-05-10	Code

#1MoLE-RMLPSOTA
0.178
MSE· 2023-12-11
Mixture-of-Linear-Experts for Long-term Time Series Forecasting Code
#2MoLE-DLinearSOTA
0.18
MSE· 2023-12-11
Mixture-of-Linear-Experts for Long-term Time Series Forecasting Code
#3PRformer
0.185
MSE· 2024-08-20
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting Code
#4xPatch
0.19
MSE· 2024-12-23
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Code
#5PatchTST/64SOTA
0.197
MSE· 2022-11-27
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Code
#6DiPE-Linear
0.198
MSE· 2024-11-26
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting Code
#7DLinearSOTA
0.203
MSE· 2022-05-26
Are Transformers Effective for Time Series Forecasting?Code
#8TEFN
0.253
MSE· 2024-05-10
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting Code