NSPLformer: exploration of non-stationary progressively learning model for time series prediction.

For example, in the ETTh1 and Traffic datasets, NSPLformer demonstrates highly significant advantages in both MSE and MAE metrics ( ), with the difference from FEDformer reaching an extremely significant level ( , ; , ).

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