Download: Download full-size image Figure 3. The structure of dual-path cross-attention block (DCA). 3.4.1. Cross-attention layer Spatiotemporal dual-path cross-attention captures long-range spatiotemporal dependencies in time series data and helps enhance the model's generalization ability to adap...