SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting

Benchmark Model Rank Results
time-series-forecasting-on-etth1-192-1SegRNN#4MSE: 0.385MAE: 0.402
time-series-forecasting-on-etth1-192-2SegRNN#2MSE: 0.068MAE: 0.208
time-series-forecasting-on-etth1-336-1SegRNN#6MSE: 0.401MAE: 0.417
time-series-forecasting-on-etth1-336-2SegRNN#1MSE: 0.073MAE: 0.215
time-series-forecasting-on-etth1-720-1SegRNN#3MSE: 0.434MAE: 0.447
time-series-forecasting-on-etth1-720-2SegRNN#3MSE: 0.085MAE: 0.233
time-series-forecasting-on-etth1-96-1SegRNN#1MSE: 0.341MAE: 0.376
time-series-forecasting-on-etth1-96-2SegRNN#2MSE: 0.053MAE: 0.18
time-series-forecasting-on-etth2-192-1SegRNN#4MSE: 0.321MAE: 0.36
time-series-forecasting-on-etth2-192-2SegRNN#2MSE: 0.158MAE: 0.317
time-series-forecasting-on-etth2-336-1SegRNN#4MSE: 0.325MAE: 0.374
time-series-forecasting-on-etth2-336-2SegRNN#5MSE: 0.18MAE: 0.345
time-series-forecasting-on-etth2-720-1SegRNN#7MSE: 0.394MAE: 0.424
time-series-forecasting-on-etth2-720-2SegRNN#3MSE: 0.205MAE: 0.365
time-series-forecasting-on-etth2-96-1SegRNN#4MSE: 0.263MAE: 0.32
time-series-forecasting-on-etth2-96-2SegRNN#2MSE: 0.121MAE: 0.272
time-series-forecasting-on-weather-192SegRNN#1MSE: 0.186MAE: 0.227
time-series-forecasting-on-weather-336SegRNN#3MSE: 0.237MAE: 0.269
time-series-forecasting-on-weather-720SegRNN#3MSE: 0.31MAE: 0.32
time-series-forecasting-on-weather-96SegRNN#2MSE: 0.142MAE: 0.181