PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting

Benchmark Model Rank Results
time-series-forecasting-on-etth1-192-1PatchMixer#1MSE: 0.373MAE: 0.394
time-series-forecasting-on-etth1-192-2PatchMixer#1MSE: 0.066MAE: 0.198
time-series-forecasting-on-etth1-336-1PatchMixer#3MSE: 0.392MAE: 0.414
time-series-forecasting-on-etth1-336-2PatchMixer#3MSE: 0.078MAE: 0.220
time-series-forecasting-on-etth1-720-1PatchMixer#9MSE: 0.445MAE: 0.463
time-series-forecasting-on-etth1-720-2PatchMixer#6MSE: 0.093MAE: 0.243
time-series-forecasting-on-etth1-96-1PatchMixer#2MSE: 0.353MAE: 0.381
time-series-forecasting-on-etth1-96-2PatchMixer#3MSE: 0.054MAE: 0.179
time-series-forecasting-on-etth2-192-1PatchMixer#1MSE: 0.274MAE: 0.334
time-series-forecasting-on-etth2-192-2PatchMixer#1MSE: 0.147MAE: 0.305
time-series-forecasting-on-etth2-336-1PatchMixer#2MSE: 0.317MAE: 0.368
time-series-forecasting-on-etth2-336-2PatchMixer#3MSE: 0.166MAE: 0.332
time-series-forecasting-on-etth2-720-1PatchMixer#5MSE: 0.393MAE: 0.426
time-series-forecasting-on-etth2-720-2PatchMixer#4MSE: 0.217MAE: 0.374
time-series-forecasting-on-etth2-96-1PatchMixer#1MSE: 0.225MAE: 0.3
time-series-forecasting-on-etth2-96-2PatchMixer#1MSE: 0.119MAE: 0.268