PWDformer: Deformable transformer for long-term series forecasting

Zheng Wang, Haowei Ran, Jinchang Ren, Meijun Sun

Abstract: Highlights•Empirical Evaluation of High-Performance Time Series Forecasting Techniques for Single and Multivariate Data.•Our deformable mechanism-based module significantly enhances the performance of the model.•Our position-sensitive mechanism-based module brings a significant improvement to the model.