Univariate long-term forecasting on Electricity benchmark leaderboard · SOTA2 Research

Univariate long-term forecasting on Electricity

0.154MSEFiLM

Evaluation Results

Method	Links
FiLM2022.05		0.154	0.247
FiLM2022.05		0.166	0.258
FiLM2022.05		0.188	0.283
FiLM2022.05		0.249	0.341
FEDformer2022.05		0.253	0.37
Reformer2022.05		0.274	0.379
FEDformer2022.05		0.282	0.386
LogTrans2022.05		0.288	0.393
Reformer2022.05		0.304	0.402
Autoformer2022.05		0.341	0.438
Autoformer2022.05		0.345	0.428
FEDformer2022.05		0.346	0.431
S42022.05		0.351	0.452
Reformer2022.05		0.37	0.448
S42022.05		0.373	0.455
Autoformer2022.05		0.406	0.47
S42022.05		0.408	0.477
FEDformer2022.05		0.422	0.484
LogTrans2022.05		0.43	0.483
LogTrans2022.05		0.432	0.483
Reformer2022.05		0.46	0.511
S42022.05		0.472	0.517
Informer2022.05		0.484	0.538
LogTrans2022.05		0.491	0.531
Informer2022.05		0.557	0.558
Autoformer2022.05		0.565	0.581
Informer2022.05		0.636	0.613
Informer2022.05		0.819	0.682