Machine Learning, Artificial Intelligence, Technology, Deep Learning, Data Science.
(2023) revealed that this is not always the case — Transformer-based models can indeed be significantly worse than simple univariate temporal linear models on many commonly used forecasting benchmarks. The multivariate models seem to suffer from overfitting especially when the target time series is