Proceedings of the AAAI Conference on Artificial Intelligence· 2023
Are Transformers Effective for Time Series Forecasting?
- 2,709citations
- 2023year
Short summary
Simple one-layer linear models (LTSF-Linear) surprisingly outperform complex Transformer-based models on long-term time series forecasting tasks across nine real-world datasets.
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Signal ProcessingComputer Science