Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
Repeat: Just repeat the last value in the look-back window. These are some very simple baselines. The Linear models both involve a small amount of data preprocessing and a single-layer network. The Repeat is a trivial baseline. The experiments were performed with various widely-used datasets like