PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting

Benchmark Model Rank Results
multivariate-time-series-forecasting-on-etth1PRformer#1MAE: 0.383MSE: 0.354
multivariate-time-series-forecasting-on-etth1-1PRformer#1MAE: 0.410MSE: 0.397
time-series-forecasting-on-electricity-192PRformer#5MSE: 0.148
time-series-forecasting-on-electricity-336PRformer#3MSE: 0.161
time-series-forecasting-on-electricity-720PRformer#3MSE: 0.185
time-series-forecasting-on-electricity-96PRformer#3MSE: 0.127
time-series-forecasting-on-etth1-192-1PRformer#6MSE: 0.397
time-series-forecasting-on-etth1-336-1PRformer#23MSE: 0.427
time-series-forecasting-on-etth1-720-1PRformer#16MSE: 0.489
time-series-forecasting-on-etth1-96-1PRformer#3MSE: 0.354
time-series-forecasting-on-etth2-192-1PRformer#8MSE: 0.332
time-series-forecasting-on-etth2-336-1PRformer#11MSE: 0.361
time-series-forecasting-on-etth2-720-1PRformer#9MSE: 0.396
time-series-forecasting-on-etth2-96-1PRformer#6MSE: 0.268
time-series-forecasting-on-ettm1-192-1PRformer#3MSE: 0.324
time-series-forecasting-on-ettm1-336-1PRformer#3MSE: 0.362
time-series-forecasting-on-ettm1-720-1PRformer#6MSE: 0.426
time-series-forecasting-on-ettm1-96-1PRformer#3MSE: 0.278
time-series-forecasting-on-ettm2-192-1PRformer#5MSE: 0.219
time-series-forecasting-on-ettm2-336-1PRformer#4MSE: 0.272
time-series-forecasting-on-ettm2-720-1PRformer#5MSE: 0.359
time-series-forecasting-on-ettm2-96-1PRformer#3MSE: 0.162
time-series-forecasting-on-traffic-192PRformer#1MSE: 0.372
time-series-forecasting-on-traffic-336PRformer#2MSE: 0.385
time-series-forecasting-on-traffic-720PRformer#1MSE: 0.421
time-series-forecasting-on-traffic-96PRformer#1MSE: 0.353
time-series-forecasting-on-weather-192PRformer#4MSE: 0.188
time-series-forecasting-on-weather-336PRformer#6MSE: 0.241
time-series-forecasting-on-weather-720PRformer#9MSE: 0.326
time-series-forecasting-on-weather-96PRformer#4MSE: 0.144