Time-series forecasting on Baicheng Station benchmark leaderboard · SOTA2 Research

Time-series forecasting on Baicheng Station

0.0066MAEAttentionMixer

Evaluation Results

Method	Links
AttentionMixer2023.02		0.0066	0.9783
Fedformer2023.02		0.0069	0.9765
AttentionMixer2023.02		0.0093	0.9229
Fedformer2023.02		0.01	0.9215
XGB2023.02		0.0105	0.9485
Transformer2023.02		0.0111	0.9423
AttentionMixer2023.02		0.0112	0.8708
XGB2023.02		0.0118	0.9012
Informer2023.02		0.0123	0.8949
Fedformer2023.02		0.0125	0.8483
XGB2023.02		0.0136	0.8335
Informer2023.02		0.014	0.8416
XGB2023.02		0.0149	0.7555
Fedformer2023.02		0.0149	0.7882
Transformer2023.02		0.0154	0.7996
AttentionMixer2023.02		0.0156	0.7859
RF2023.02		0.0159	0.8918
LSTM2023.02		0.016	0.8916
LSTM2023.02		0.017	0.8331
RF2023.02		0.0171	0.8393
RF2023.02		0.0172	0.7879
GBDT2023.02		0.0175	0.7559
GBDT2023.02		0.0176	0.784
Transformer2023.02		0.0177	0.7318
GBDT2023.02		0.0178	0.7057
GRU2023.02		0.0179	0.8621
GBDT2023.02		0.0183	0.646
LSTM2023.02		0.0183	0.764
Informer2023.02		0.0186	0.6738
GRU2023.02		0.0189	0.8046
GRU2023.02		0.0198	0.7426
LASSO2023.02		0.0207	0.3998
LASSO2023.02		0.021	0.3708
GRU2023.02		0.021	0.672
Transformer2023.02		0.021	0.6252
LASSO2023.02		0.0216	0.326
Informer2023.02		0.0221	0.6941
LASSO2023.02		0.0224	0.2719
SVR2023.02		0.0486	0.3247
SVR2023.02		0.0599	-0.0073
SVR2023.02		0.0647	-0.2074
SVR2023.02		0.0655	-0.2936
ARIMA2023.02		0.0818	0.7954
AR2023.02		0.0999	0.7051
ARIMA2023.02		0.1094	0.6611
AR2023.02		0.1329	0.511
ARIMA2023.02		0.1452	0.394
MA2023.02		0.1537	0.3457
AR2023.02		0.1669	0.2196
ARIMA2023.02		0.1762	0.1258
MA2023.02		0.1794	0.1095
AR2023.02		0.1899	-0.0282
LSTM2023.02		0.2	0.6886
MA2023.02		0.2019	-0.1363
MA2023.02		0.2201	-0.3642
RF2023.02		1.0183	0.7118