Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
ETDataset in figure 3. Figure 3: LTSF output with input length = 96 and output length = 192 (Figure produced by Zeng et al. [1]). Quoting the authors: Transformers [28, 30, 31] fail to capture the scale and bias of the future data on Electricity and ETTh2. Moreover, they can hardly predict a proper