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

Univariate long-term forecasting on ILI

0.444MSEFiLM

Evaluation Results

Method	Links
FiLM2022.05		0.444	0.481
FEDformer2022.05		0.554	0.604
FiLM2022.05		0.557	0.584
S42022.05		0.622	0.532
FiLM2022.05		0.629	0.538
Autoformer2022.05		0.634	0.65
FiLM2022.05		0.641	0.644
FEDformer2022.05		0.693	0.629
FEDformer2022.05		0.699	0.696
Autoformer2022.05		0.791	0.752
S42022.05		0.813	0.679
FEDformer2022.05		0.828	0.77
S42022.05		0.866	0.584
Autoformer2022.05		0.874	0.797
S42022.05		0.931	0.747
Autoformer2022.05		0.948	0.732
LogTrans2022.05		2.407	1.363
Reformer2022.05		2.934	1.52
LogTrans2022.05		3.106	1.575
LogTrans2022.05		3.607	1.662
LogTrans2022.05		3.698	1.733
Reformer2022.05		3.754	1.749
Reformer2022.05		3.838	1.72
Reformer2022.05		4.162	1.847
Informer2022.05		4.273	1.846
Informer2022.05		4.554	1.916
Informer2022.05		5.214	2.057
Informer2022.05		5.282	2.05