Mixture-of-Linear-Experts for Long-term Time Series Forecasting

Benchmark Model Rank Results
time-series-forecasting-on-electricity-192MoLE-DLinear#4MSE: 0.147
time-series-forecasting-on-electricity-336MoLE-DLinear#4MSE: 0.162
time-series-forecasting-on-electricity-720MoLE-RMLP#1MSE: 0.178
time-series-forecasting-on-electricity-720MoLE-DLinear#2MSE: 0.18
time-series-forecasting-on-electricity-96MoLE-RMLP#6MSE: 0.129
time-series-forecasting-on-electricity-96MoLE-DLinear#7MSE: 0.131
time-series-forecasting-on-etth1-192-1MoLE-RLinear#8MSE: 0.403
time-series-forecasting-on-etth1-192-1MoLE-DLinear#17MSE: 0.453
time-series-forecasting-on-etth1-336-1MoLE-RLinear#26MSE: 0.43
time-series-forecasting-on-etth1-336-1MoLE-DLinear#42MSE: 0.469
time-series-forecasting-on-etth1-720-1MoLE-RLinear#11MSE: 0.449
time-series-forecasting-on-etth1-720-1MoLE-DLinear#17MSE: 0.505
time-series-forecasting-on-etth1-96-1MoLE-RLinear#13MSE: 0.375
time-series-forecasting-on-etth1-96-1MoLE-DLinear#14MSE: 0.377
time-series-forecasting-on-etth2-192-1MoLE-RLinear#10MSE: 0.336
time-series-forecasting-on-etth2-192-1MoLE-DLinear#14MSE: 0.362
time-series-forecasting-on-etth2-336-1MoLE-RLinear#13MSE: 0.371
time-series-forecasting-on-etth2-336-1MoLE-DLinear#15MSE: 0.419
time-series-forecasting-on-etth2-720-1MoLE-RLinear#11MSE: 0.409
time-series-forecasting-on-etth2-720-1MoLE-DLinear#17MSE: 0.605
time-series-forecasting-on-etth2-96-1MoLE-RLinear#8MSE: 0.273
time-series-forecasting-on-etth2-96-1MoLE-DLinear#14MSE: 0.287
time-series-forecasting-on-ettm1-192-1MoLE-DLinear#5MSE: 0.328
time-series-forecasting-on-ettm1-336-1MoLE-DLinear#7MSE: 0.38
time-series-forecasting-on-ettm1-720-1MoLE-DLinear#7MSE: 0.447
time-series-forecasting-on-ettm1-96-1MoLE-DLinear#4MSE: 0.286
time-series-forecasting-on-ettm2-192-1MoLE-DLinear#7MSE: 0.233
time-series-forecasting-on-ettm2-336-1MoLE-DLinear#7MSE: 0.289
time-series-forecasting-on-ettm2-720-1MoLE-DLinear#7MSE: 0.399
time-series-forecasting-on-ettm2-96-1MoLE-DLinear#8MSE: 0.168
time-series-forecasting-on-weather-192MoLE-RMLP#7MSE: 0.19
time-series-forecasting-on-weather-192MoLE-DLinear#10MSE: 0.203
time-series-forecasting-on-weather-336MoLE-DLinear#4MSE: 0.238
time-series-forecasting-on-weather-720MoLE-DLinear#6MSE: 0.314
time-series-forecasting-on-weather-96MoLE-DLinear#8MSE: 0.147