Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Benchmark Model Rank Results
time-series-forecasting-on-etth1-168-1Informer#4MSE: 0.878MAE: 0.722
time-series-forecasting-on-etth1-168-2Informer#4MSE: 0.183MAE: 0.337
time-series-forecasting-on-etth1-24-1Informer#4MSE: 0.509MAE: 0.523
time-series-forecasting-on-etth1-24-2Informer#3MSE: 0.046MAE: 0.152
time-series-forecasting-on-etth1-336-1Informer#58MSE: 0.884MAE: 0.753
time-series-forecasting-on-etth1-336-2Informer#10MSE: 0.189MAE: 0.346
time-series-forecasting-on-etth1-48-1Informer#4MSE: 0.551MAE: 0.563
time-series-forecasting-on-etth1-48-2Informer#4MSE: 0.129MAE: 0.274
time-series-forecasting-on-etth1-720-1Informer#19MSE: 0.941MAE: 0.768
time-series-forecasting-on-etth1-720-2Informer#10MSE: 0.201MAE: 0.357
time-series-forecasting-on-etth2-168-1Informer#2MSE: 1.512MAE: 0.996
time-series-forecasting-on-etth2-168-2Informer#1MSE: 0.154MAE: 0.306
time-series-forecasting-on-etth2-24-1Informer#4MSE: 0.446MAE: 0.523
time-series-forecasting-on-etth2-24-2Informer#2MSE: 0.083MAE: 0.213
time-series-forecasting-on-etth2-336-1Informer#18MSE: 1.665MAE: 1.035
time-series-forecasting-on-etth2-336-2Informer#1MSE: 0.166MAE: 0.323
time-series-forecasting-on-etth2-48-1Informer#2MSE: 0.934MAE: 0.733
time-series-forecasting-on-etth2-48-2Informer#2MSE: 0.111MAE: 0.249
time-series-forecasting-on-etth2-720-1Informer#18MSE: 2.34MAE: 1.209
time-series-forecasting-on-etth2-720-2Informer#2MSE: 0.181MAE: 0.338