Paper Review, Deep Learning, Time Series Forecasting, Llm, Zero Shot Learning.
AutoETS and AutoARIMA but also task-specific deep learning models such as PatchTST and DeepAR. Smaller Chronos variants and Chronos-GPT2 also outperform most baselines, though PatchTST shows stronger results in some cases. The competitive performance of the Seasonal Naive model indicates that these