TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

Benchmark Model Rank Results
multivariate-time-series-forecasting-on-etth1TSMixer#2MAE: 0.398MSE: 0.368
multivariate-time-series-forecasting-on-etth1-1TSMixer#2MAE: 0.418MSE: 0.399
time-series-forecasting-on-electricity-336TSMixer#2MSE: 0.158
time-series-forecasting-on-electricity-96TSMixer#5MSE: 0.129
time-series-forecasting-on-etth1-192-1TSMixer#7MSE: 0.399MAE: 0.418
time-series-forecasting-on-etth1-336-1TSMixer#16MSE: 0.421MAE: 0.436
time-series-forecasting-on-etth1-720-1TSMixer#8MSE: 0.444MAE: 0.467
time-series-forecasting-on-etth1-96-1TSMixer#8MSE: 0.368MAE: 0.398
time-series-forecasting-on-etth2-192-1TSMixer#6MSE: 0.33MAE: 0.374
time-series-forecasting-on-etth2-336-1TSMixer#9MSE: 0.357MAE: 0.401
time-series-forecasting-on-etth2-720-1TSMixer#8MSE: 0.395MAE: 0.436
time-series-forecasting-on-etth2-96-1TSMixer#11MSE: 0.276MAE: 0.337
time-series-forecasting-on-ettm1-192-1TSMixer#6MSE: 0.333MAE: 0.369
time-series-forecasting-on-ettm1-336-1TSMixer#4MSE: 0.365MAE: 0.385
time-series-forecasting-on-ettm1-720-1TSMixer#2MSE: 0.416MAE: 0.413
time-series-forecasting-on-ettm1-96-1TSMixer#6MSE: 0.291MAE: 0.346
time-series-forecasting-on-ettm2-192-1TSMixer#4MSE: 0.219MAE: 0.293
time-series-forecasting-on-ettm2-336-1TSMixer#6MSE: 0.273MAE: 0.329
time-series-forecasting-on-ettm2-720-1TSMixer#4MSE: 0.358MAE: 0.38
time-series-forecasting-on-ettm2-96-1TSMixer#7MSE: 0.164MAE: 0.255
time-series-forecasting-on-traffic-192TSMixer#2MSE: 0.377
time-series-forecasting-on-traffic-336TSMixer#1MSE: 0.385
time-series-forecasting-on-traffic-720TSMixer#2MSE: 0.424
time-series-forecasting-on-traffic-96TSMixer#2MSE: 0.356
time-series-forecasting-on-weather-192TSMixer#8MSE: 0.191MAE: 0.240
time-series-forecasting-on-weather-336TSMixer#7MSE: 0.243MAE: 0.279
time-series-forecasting-on-weather-720TSMixer#7MSE: 0.316MAE: 0.333
time-series-forecasting-on-weather-96TSMixer#6MSE: 0.146MAE: 0.197