Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
input sequence with the second half. The more temporal information is captured by the model, the more the performance of the model should decrease with the modified sets. The authors observed that the linear models had a higher performance drop than any of the transformer models, suggesting that