Multivariate Time Series Forecasting on Electricity full (test) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Forecasting on Electricity full (test)

0.201MSEAutoformer

Evaluation Results

Method	Links
Autoformer2021.06		0.201	0.317
Autoformer2021.06		0.222	0.334
Autoformer2021.06		0.231	0.338
Autoformer2021.06		0.254	0.361
LogTrans2021.06		0.258	0.357
LogTrans2021.06		0.266	0.368
Informer2021.06		0.274	0.368
LogTrans2021.06		0.28	0.38
LogTrans2021.06		0.283	0.376
Informer2021.06		0.296	0.386
Informer2021.06		0.3	0.394
Reformer2021.06		0.312	0.402
Reformer2021.06		0.34	0.42
Reformer2021.06		0.348	0.433
Reformer2021.06		0.35	0.433
Informer2021.06		0.373	0.439
LSTM2021.06		0.375	0.437
LSTM2021.06		0.439	0.473
LSTM2021.06		0.442	0.473
LSTNet2021.06		0.68	0.645
LSTNet2021.06		0.725	0.676
LSTNet2021.06		0.828	0.727
LSTNet2021.06		0.957	0.811
LSTM2021.06		0.98	0.814
TCN2021.06		0.985	0.813
TCN2021.06		0.996	0.821
TCN2021.06		1	0.824
TCN2021.06		1.438	0.784