xPatch, a dual-stream CNN/MLP forecaster with exponential moving average decomposition, patches, and channel independence, reports lower MSE/MAE than CARD and PatchTST on most of nine LTSF benchmarks.
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xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
xPatch, a dual-stream CNN/MLP forecaster with exponential moving average decomposition, patches, and channel independence, reports lower MSE/MAE than CARD and PatchTST on most of nine LTSF benchmarks.