Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
and Data In their work, the authors evaluated 5 different SOTA Transformer models on the Electricity Transformer Dataset (ETDataset) [3]. These models and some of their main features are as follows: LogTrans [2]: Proposes convolutional self-attention so local context can be better incorporated into