Position: Current Benchmarking Hinders Real Progress in Deep Learning for Time Series Forecasting

Valentina Moretti, Ivan Marisca, Cesare Alippi +1

Deep learning models have grown popular in time series applications. However, the large quantity of newly proposed architectures and the often contradictory empirical results make…