Time Series Analysis, Time Series Forecasting, Time Series Model, Claude 3, Gpt 4.
perform mathematical calculations on the time series, a task that language models generally struggle with. We also evaluated the models’ performance under different conditions, such as extending the duration of the anomaly, increasing the percentage of the anomaly, and varying the number of anomaly