Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Benchmark Model Rank Results
time-series-forecasting-on-etth1-192-1RLinear#9MSE: 0.404MAE: 0.412
time-series-forecasting-on-etth1-336-1RLinear#15MSE: 0.42MAE: 0.423
time-series-forecasting-on-etth1-720-1RLinear#6MSE: 0.442MAE: 0.456
time-series-forecasting-on-etth1-96-1RLinear#7MSE: 0.366MAE: 0.391
time-series-forecasting-on-etth2-192-1RLinear#3MSE: 0.319MAE: 0.374
time-series-forecasting-on-etth2-336-1RLinear#3MSE: 0.325MAE: 0.386
time-series-forecasting-on-etth2-720-1RLinear#1MSE: 0.372MAE: 0.421
time-series-forecasting-on-etth2-96-1RLinear#3MSE: 0.262MAE: 0.331
time-series-forecasting-on-ettm1-192-1RLinear#7MSE: 0.335MAE: 0.363
time-series-forecasting-on-ettm1-336-1RLinear#6MSE: 0.37MAE: 0.383
time-series-forecasting-on-ettm1-720-1RLinear#5MSE: 0.425MAE: 0.414
time-series-forecasting-on-ettm1-96-1RLinear#7MSE: 0.301MAE: 0.342
time-series-forecasting-on-ettm2-192-1RLinear#3MSE: 0.219MAE: 0.29
time-series-forecasting-on-ettm2-336-1RLinear#5MSE: 0.273MAE: 0.326
time-series-forecasting-on-ettm2-720-1RLinear#6MSE: 0.366MAE: 0.385
time-series-forecasting-on-ettm2-96-1RLinear#6MSE: 0.164MAE: 0.253
time-series-forecasting-on-weather-192RLinear-CI#5MSE: 0.189Accuracy: 0.235
time-series-forecasting-on-weather-192RLinear#11MSE: 0.218MAE: 0.26
time-series-forecasting-on-weather-336RLinear-CI#5MSE: 0.241Accuracy: 0.275
time-series-forecasting-on-weather-336RLinear#10MSE: 0.265MAE: 0.294
time-series-forecasting-on-weather-720RLinear-CI#5MSE: 0.314Accuracy: 0.327
time-series-forecasting-on-weather-720RLinear#10MSE: 0.329MAE: 0.339
time-series-forecasting-on-weather-96RLinear-CI#5MSE: 0.146MAE: 0.194
time-series-forecasting-on-weather-96RLinear#10MSE: 0.175MAE: 0.225