Univariate Long-Term Forecasting on Exchange benchmark leaderboard · SOTA2 Research

Univariate Long-Term Forecasting on Exchange

0.0012MSEFiLM

Evaluation Results

Method	Links
FiLM2022.05		0.0012	0.026
FiLM2022.05		0.0014	0.029
FiLM2022.05		0.0015	0.03
FiLM2022.05		0.0022	0.037
Informer2022.05		0.0023	0.04
S42022.05		0.0025	0.038
Informer2022.05		0.0031	0.042
FEDformer2022.05		0.0035	0.046
Informer2022.05		0.0038	0.044
FEDformer2022.05		0.0041	0.05
Informer2022.05		0.0041	0.049
Reformer2022.05		0.0041	0.049
LogTrans2022.05		0.0046	0.052
Reformer2022.05		0.005	0.059
FEDformer2022.05		0.0054	0.059
LogTrans2022.05		0.0056	0.06
LogTrans2022.05		0.006	0.054
S42022.05		0.0061	0.065
Autoformer2022.05		0.0063	0.062
S42022.05		0.0067	0.067
LogTrans2022.05		0.0071	0.063
S42022.05		0.0074	0.0736
Autoformer2022.05		0.0075	0.067
Autoformer2022.05		0.0085	0.07
Reformer2022.05		0.0098	0.079
Autoformer2022.05		0.011	0.081
Reformer2022.05		0.012	0.087
FEDformer2022.05		0.015	0.091