Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting

Benchmark Model Rank Results
time-series-forecasting-on-electricity-192TEFN#8MSE: 0.197MAE: 0.276
time-series-forecasting-on-electricity-336TEFN#8MSE: 0.212MAE: 0.292
time-series-forecasting-on-electricity-720TEFN#8MSE: 0.253MAE: 0.325
time-series-forecasting-on-electricity-96TEFN#10MSE: 0.197MAE: 0.273
time-series-forecasting-on-etth1-192-1TEFN#16MSE: 0.433MAE: 0.419
time-series-forecasting-on-etth1-336-1TEFN#46MSE: 0.475MAE: 0.441
time-series-forecasting-on-etth1-720-1TEFN#15MSE: 0.475MAE: 0.464
time-series-forecasting-on-etth1-96-1TEFN#15MSE: 0.383MAE: 0.391
time-series-forecasting-on-etth2-192-1TEFN#15MSE: 0.375MAE: 0.392
time-series-forecasting-on-etth2-336-1TEFN#16MSE: 0.423MAE: 0.434
time-series-forecasting-on-etth2-720-1TEFN#13MSE: 0.434MAE: 0.446
time-series-forecasting-on-etth2-96-1TEFN#15MSE: 0.288MAE: 0.337
time-series-forecasting-on-ettm1-192-1TEFN#9MSE: 0.381MAE: 0.383
time-series-forecasting-on-ettm1-336-1TEFN#8MSE: 0.414MAE: 0.404
time-series-forecasting-on-ettm1-720-1TEFN#8MSE: 0.475MAE: 0.438
time-series-forecasting-on-ettm1-96-1TEFN#9MSE: 0.343MAE: 0.367
time-series-forecasting-on-ettm2-192-1TEFN#8MSE: 0.381MAE: 0.304
time-series-forecasting-on-ettm2-336-1TEFN#8MSE: 0.307MAE: 0.343
time-series-forecasting-on-ettm2-720-1TEFN#8MSE: 0.407MAE: 0.398
time-series-forecasting-on-ettm2-96-1TEFN#9MSE: 0.181MAE: 0.264
time-series-forecasting-on-weather-192TEFN#13MSE: 0.227MAE: 0.262
time-series-forecasting-on-weather-336TEFN#11MSE: 0.279MAE: 0.298
time-series-forecasting-on-weather-720TEFN#11MSE: 0.352MAE: 0.344
time-series-forecasting-on-weather-96TEFN#12MSE: 0.182MAE: 0.227