Univariate Long-term Forecasting on Traffic benchmark leaderboard · SOTA2 Research

Univariate Long-term Forecasting on Traffic

0.11MSEFiLM

Evaluation Results

Method	Links
FiLM2022.05		0.11	0.259
FEDformer2022.05		0.131	0.284
FiLM2022.05		0.207	0.352
LogTrans2022.05		0.237	0.377
Autoformer2022.05		0.241	0.387
FEDformer2022.05		0.277	0.42
Reformer2022.05		0.298	0.444
Autoformer2022.05		0.3	0.369
FiLM2022.05		0.327	0.461
S42022.05		0.344	0.482
S42022.05		0.362	0.494
FEDformer2022.05		0.426	0.511
S42022.05		0.499	0.594
Autoformer2022.05		0.509	0.524
S42022.05		0.552	0.614
Informer2022.05		0.591	0.615
LogTrans2022.05		0.738	0.619
Reformer2022.05		0.777	0.719
FiLM2022.05		0.811	0.708
FEDformer2022.05		1.162	0.832
Informer2022.05		1.183	0.912
Reformer2022.05		1.203	0.956
Autoformer2022.05		1.26	0.867
Informer2022.05		1.367	0.984
Reformer2022.05		1.832	1.128
Informer2022.05		1.872	1.072
LogTrans2022.05		2.018	1.07
LogTrans2022.05		2.405	1.175